diff --git a/CLAUDE.md b/CLAUDE.md
index 24bfb281..9a9e28c7 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -11,6 +11,31 @@ Experimental package — breaking all the time and loving the learning curve. St
 **Prefix:** `lnk_`
 **Branch:** `main` (current version: `DESCRIPTION` / [`NEWS.md`](NEWS.md))
 
+## Status (2026-10-02, late) — MAD ranges for BT, GR, KO and RB in `default_tuned` (#302)
+
+**`default_tuned` now carries mean-annual-discharge ranges for the four species
+`default` leaves without one; they are inert while every group is on `cw`.**
+- Values (m³/s, maxima open): BT 0.078 / 0.078, GR 0.96 spawn / 0.97 rear, RB 0.011 /
+  0.019, KO 0.57 (unscored). Scored on held-out WSGs by a rule fixed before the build;
+  every P10 → P05 loosening was refused except RB spawning.
+- **Cost before moving any group to `mad`:** at least −33 % BT and −82 % GR stream
+  rearing against `cw` on the held-out WSGs. Stream size and sampling effort are not
+  separated; a size-stratified core is the next tuning. `research/habitat_thresholds.md`,
+  "MAD (discharge)"; archive `planning/archive/2026-10-issue-302-mad-thresholds/`.
+
+**Facts not worth re-deriving:**
+- **The variants harness scores MAD ladders now:** `model` / `set` columns, an anchor
+  rung (cw base → first `mad` rung, taken by construction), `_min` loosens downward, a
+  MAD ladder's core is its rungs only (the cw base cuts on width), `--floor`,
+  `--working-prefix` derived from `--prefix`. #284's re-score reproduces all ten outputs.
+- **Build classifiers from fresh's compiled SQL, never from `rules.yaml`.** fresh's
+  main rear predicate ignores a W rule's `wetland_ha_min`, and its `L` rules include
+  reservoirs (fresh issue drafted, not filed). A rear size range gates the
+  `lake_rearing` / `wetland_rearing` bucket columns, never `rearing`.
+- **`elevation_adjusted.csv`'s band classes are not the bands.** A segment takes the first
+  step whose flags differ, so an anchor's `removed` class is only what no rung restores.
+  Quote `bands_pooled.csv` for a band's rate.
+
 ## Status (2026-10-02) — the validator scores each group on its own model (#299)
 
 **`lnk_habitat_validate()` re-tests a `mad` group on discharge, not width.**
diff --git a/RUNBOOK.md b/RUNBOOK.md
index a37aa121..1e6e53ea 100644
--- a/RUNBOOK.md
+++ b/RUNBOOK.md
@@ -702,12 +702,22 @@ next dispatch.**
   group. `log_input` fingerprints it.
 - **What `mad` changes** (fresh's rules, after bcfishpass): stream rules that
   inherit thresholds test `mad_m3s` against `*_mad_min/max` instead of channel
-  width, so species with no MAD thresholds (BT, GR, KO, RB) lose all stream
-  habitat; the rule-level `channel_width` river-polygon bypass is ignored; SK/KO
+  width, so species with no MAD thresholds (BT, GR, KO and RB in `default` and
+  `bcfishpass`) lose all stream habitat; the rule-level `channel_width` river-polygon bypass is ignored; SK/KO
   lake rearing is polygon membership. **Lake, wetland and `thresholds: false`
   rules inherit nothing under either model**, so BT keeps its wetland and
   1050/1150-edge rearing in a `mad` group (ADMS: 63.5 km, all inside
-  waterbodies). link also skips the stream-order rearing bypass
+  waterbodies). That holds for the `rearing` flag. The separate `lake_rearing` /
+  `wetland_rearing` bucket columns (fresh's `build_wb_pred()`) are gated by the
+  species' rear size range whenever it has one: by width under `cw`, and by
+  discharge under `mad`. A species with no rear MAD range keeps them on polygon
+  membership alone. fresh's main predicate also ignores a W rule's
+  `wetland_ha_min` (only `build_wb_pred()` applies it).
+- **`default_tuned` carries MAD ranges for BT, GR, KO and RB** (#302); `default`
+  and `bcfishpass` do not. They are inert until a group is moved to `mad`. At
+  the landed values a `mad` group keeps less stream rearing than `cw` (held-out:
+  at least −33 % BT and −82 % GR, −4 % RB). Read `research/habitat_thresholds.md`
+  before moving one. link also skips the stream-order rearing bypass
   (`frs_order_child`) for a `mad` group — bcfp applies it in its cw branch only.
   fresh does not implement bcfp's `stream_order >= 8` spawning bypass.
 - **Discharge coverage is uneven.** A segment with NULL `mad_m3s` fails every mad
diff --git a/data-raw/habitat_score/README.md b/data-raw/habitat_score/README.md
index b97f75cd..40c2d34c 100644
--- a/data-raw/habitat_score/README.md
+++ b/data-raw/habitat_score/README.md
@@ -1,6 +1,7 @@
 # habitat_score
 
-The inputs for scoring habitat-threshold variants against fish observations (#284 step 5).
+The inputs for scoring habitat-threshold variants against fish observations (#284 step 5,
+and the MAD ranges of #302).
 The rule and the reasoning behind it are in `research/habitat_thresholds.md`, under
 "Scoring design". Two scripts use these files:
 
@@ -24,6 +25,31 @@ row changes exactly one cell of `default`'s `parameters_habitat_thresholds.csv`.
 | `obs_stage` | which observations count in the band: `any`, `spawn` or `rear` (the stage the threshold was calibrated on) |
 | `step_from` | the neighbour nearer `default` in the ladder; the band is the difference between the two |
 | `equals_bundle` | a shipped bundle whose thresholds this variant must equal byte for byte (checked at build) |
+| `model` | optional (#302): `cw` (empty) or `mad`. A `mad` variant's bundle also carries a `parameters_habitat_method.csv` with every WSG holding a role for its species on `mad` |
+| `set` | optional (#302): further cells the variant fixes, `col=value;col=value`, held constant along a ladder (a MAD rung's open maximum; the spawning range a clustered rearing ladder needs) |
+
+### MAD ladders (#302)
+
+A species with no MAD range has no "current value" to walk out from: under `mad` it has no
+stream habitat at all. So a MAD ladder starts with an **anchor**, a rung that steps from the
+`cw` base straight to `mad` at the tightest candidate. The score marks it
+`take (anchor: model change)`, reports its bands both ways (what `mad` keeps that `cw` drops,
+and the reverse) and decides nothing with them. The walk then scores the loosening rungs
+beyond it as #284 did. The core is the habitat every ranged rung keeps: the `cw` base is
+left out of it, because it tests a width floor (and fails NULL widths) that no `mad` rung
+tests, so a core cut by it would differ from the bands on an axis no step is about.
+
+A `mad` variant's `set` may name only `*_mad_min` / `*_mad_max` cells, so the rungs carry
+`default`'s gradient cutoffs and every band differs from its neighbour in discharge alone. (`default_tuned`'s BT
+`rear_gradient_max` 0.1349 was scored on its own, in #284.) The score checks that every
+`set` cell holds its value, that a ladder holds `set` fixed past its anchor, that each step
+reads the same species, column, flag and stage as its `step_from`, and that each bundle's
+method table puts its WSGs on the variant's `model`.
+
+A second scoring run gets its own `--prefix`; its working networks are then
+`working_<prefix><wsg>` (#284's, under `score284_`, stay `working_score_<wsg>`).
+
+The inputs for #302 are `variants_302.csv` and `wsg_roles_302.csv`.
 
 ## `wsg_roles.csv`
 
diff --git a/data-raw/habitat_score/variants_302.csv b/data-raw/habitat_score/variants_302.csv
new file mode 100644
index 00000000..2a26d3de
--- /dev/null
+++ b/data-raw/habitat_score/variants_302.csv
@@ -0,0 +1,20 @@
+variant,species_code,column,value,flag,obs_stage,step_from,equals_bundle,model,set
+default,,,,,,,default,cw,
+bt_rear_mad_p10,BT,rear_mad_min,0.078,rearing,any,default,,mad,rear_mad_max=9999;spawn_mad_min=0.027;spawn_mad_max=9999
+bt_rear_mad_p05,BT,rear_mad_min,0.027,rearing,any,bt_rear_mad_p10,,mad,rear_mad_max=9999;spawn_mad_min=0.027;spawn_mad_max=9999
+bt_rear_mad_p02,BT,rear_mad_min,0.0085,rearing,any,bt_rear_mad_p05,,mad,rear_mad_max=9999;spawn_mad_min=0.027;spawn_mad_max=9999
+bt_spawn_mad_p10,BT,spawn_mad_min,0.078,spawning,any,default,,mad,spawn_mad_max=9999;rear_mad_min=0.027;rear_mad_max=9999
+bt_spawn_mad_p05,BT,spawn_mad_min,0.027,spawning,any,bt_spawn_mad_p10,,mad,spawn_mad_max=9999;rear_mad_min=0.027;rear_mad_max=9999
+bt_spawn_mad_p02,BT,spawn_mad_min,0.0085,spawning,any,bt_spawn_mad_p05,,mad,spawn_mad_max=9999;rear_mad_min=0.027;rear_mad_max=9999
+gr_rear_mad_p10,GR,rear_mad_min,0.97,rearing,any,default,,mad,rear_mad_max=9999;spawn_mad_min=0.095;spawn_mad_max=9999
+gr_rear_mad_p05,GR,rear_mad_min,0.095,rearing,any,gr_rear_mad_p10,,mad,rear_mad_max=9999;spawn_mad_min=0.095;spawn_mad_max=9999
+gr_rear_mad_p02,GR,rear_mad_min,0.0026,rearing,any,gr_rear_mad_p05,,mad,rear_mad_max=9999;spawn_mad_min=0.095;spawn_mad_max=9999
+gr_spawn_mad_p10,GR,spawn_mad_min,0.96,spawning,any,default,,mad,spawn_mad_max=9999;rear_mad_min=0.095;rear_mad_max=9999
+gr_spawn_mad_p05,GR,spawn_mad_min,0.095,spawning,any,gr_spawn_mad_p10,,mad,spawn_mad_max=9999;rear_mad_min=0.095;rear_mad_max=9999
+gr_spawn_mad_p02,GR,spawn_mad_min,0.0025,spawning,any,gr_spawn_mad_p05,,mad,spawn_mad_max=9999;rear_mad_min=0.095;rear_mad_max=9999
+rb_rear_mad_p10,RB,rear_mad_min,0.019,rearing,any,default,,mad,rear_mad_max=9999;spawn_mad_min=0.011;spawn_mad_max=9999
+rb_rear_mad_p05,RB,rear_mad_min,0.0094,rearing,any,rb_rear_mad_p10,,mad,rear_mad_max=9999;spawn_mad_min=0.011;spawn_mad_max=9999
+rb_rear_mad_p02,RB,rear_mad_min,0.0048,rearing,any,rb_rear_mad_p05,,mad,rear_mad_max=9999;spawn_mad_min=0.011;spawn_mad_max=9999
+rb_spawn_mad_p10,RB,spawn_mad_min,0.05,spawning,spawn,default,,mad,spawn_mad_max=9999;rear_mad_min=0.0094;rear_mad_max=9999
+rb_spawn_mad_p05,RB,spawn_mad_min,0.011,spawning,spawn,rb_spawn_mad_p10,,mad,spawn_mad_max=9999;rear_mad_min=0.0094;rear_mad_max=9999
+rb_spawn_mad_p02,RB,spawn_mad_min,0.0055,spawning,spawn,rb_spawn_mad_p05,,mad,spawn_mad_max=9999;rear_mad_min=0.0094;rear_mad_max=9999
diff --git a/data-raw/habitat_score/wsg_roles_302.csv b/data-raw/habitat_score/wsg_roles_302.csv
new file mode 100644
index 00000000..2a115099
--- /dev/null
+++ b/data-raw/habitat_score/wsg_roles_302.csv
@@ -0,0 +1,22 @@
+watershed_group_code,species_code,role
+REVL,BT,held_out
+ELKR,BT,held_out
+KOTR,BT,held_out
+UARL,BT,held_out
+MURR,BT,held_out
+UBTN,BT,held_out
+LHAF,BT,held_out
+PARS,BT,in_sample
+KOTL,BT,in_sample
+UBTN,GR,held_out
+MURR,GR,held_out
+LHAF,GR,held_out
+PARS,GR,in_sample
+SIML,RB,held_out
+OKAN,RB,held_out
+KETL,RB,held_out
+ELKR,RB,held_out
+REVL,RB,held_out
+KOTR,RB,held_out
+PARS,RB,in_sample
+KOTL,RB,in_sample
diff --git a/data-raw/habitat_variants_build.R b/data-raw/habitat_variants_build.R
index e3ee1533..f5b46322 100644
--- a/data-raw/habitat_variants_build.R
+++ b/data-raw/habitat_variants_build.R
@@ -8,7 +8,7 @@
 #
 #   base      lnk_pipeline_run() for `default` over the drainage closure of
 #             the focal WSGs, downstream first, into <prefix>default. The
-#             focal WSGs keep their working schema (working_score_<wsg>), and
+#             focal WSGs keep their working schema (<working-prefix><wsg>), and
 #             their access is re-settled against the whole closure
 #             (lnk_access(merge = TRUE), as wsg_recompute_one.R does).
 #   variants  per variant x focal WSG: re-run lnk_pipeline_classify() +
@@ -18,9 +18,12 @@
 #             habitat thresholds).
 #
 # Each variant is a thin bundle generated from --variants (one cell of
-# `default`'s parameters_habitat_thresholds.csv changed) into
-# <out>/bundles/<variant>/, and loaded by path, so a scored schema always has
-# a bundle on disk that says exactly what produced it.
+# `default`'s parameters_habitat_thresholds.csv changed, plus any cells its
+# optional `set` column fixes) into <out>/bundles/<variant>/, and loaded by
+# path, so a scored schema always has a bundle on disk that says exactly what
+# produced it. A variant whose optional `model` is `mad` (link#302) also
+# carries a parameters_habitat_method.csv putting every WSG with a role for
+# its species on `mad`; its working network must carry mad_m3s (#286).
 #
 # Invariants, asserted (the run stops on the first failure):
 #   - every variant schema carries the same streams as <prefix>default, per
@@ -37,6 +40,7 @@
 #                              WSG in --roles
 #     [--only=default,x]       variant subset; default: all
 #     [--step=all|base|variants] [--prefix=score284_]
+#     [--working-prefix=working_<prefix>]  (working_score_ for score284_)
 #     [--out=data-raw/logs/habitat_score_284] [--allow-dirty]
 #
 # Resumable: a base WSG whose streams_access is already in <prefix>default
@@ -75,10 +79,28 @@ if (!step %in% c("all", "base", "variants")) {
   stop("--step must be all, base or variants", call. = FALSE)
 }
 prefix <- opt("prefix", "score284_")
+# The working schemas a base run keeps for its focal WSGs. #284's are
+# working_score_<wsg>; a second scoring build needs its own, or its base run
+# overwrites the first build's networks for the WSGs they share.
+working_prefix <- opt("working-prefix",
+                      if (identical(prefix, "score284_")) "working_score_" else
+                        paste0("working_", prefix))
+if (!grepl("^working_[a-z0-9_]*_$", working_prefix)) {
+  stop("--working-prefix must start with 'working_', be lower-case and end in '_'",
+       call. = FALSE)
+}
 if (!grepl("^[a-z][a-z0-9_]*_$", prefix)) {
   stop("--prefix must be lower-case and end in '_'", call. = FALSE)
 }
 dir_out <- opt("out", file.path("data-raw", "logs", "habitat_score_284"))
+# The defaults are #284's committed run; another variants file must not build
+# into #284's schemas, working networks or logs.
+if (!identical(path_variants, file.path("data-raw", "habitat_score", "variants.csv")) &&
+    !all(c("prefix", "out") %in% sub("^--([^=]+)=.*", "\\1",
+                                       commandArgs(trailingOnly = TRUE)))) {
+  stop("--variants other than #284's needs an explicit --prefix and --out",
+       call. = FALSE)
+}
 
 # A scored schema must be traceable to committed code and inputs.
 dirty <- system(paste("git status --porcelain -- R inst/extdata/configs",
@@ -93,10 +115,17 @@ if (length(dirty) > 0L && !"--allow-dirty" %in% commandArgs(TRUE)) {
 variants <- utils::read.csv(path_variants, colClasses = "character",
                             na.strings = "")
 roles <- utils::read.csv(path_roles, colClasses = "character")
+cols_variants <- c("variant", "species_code", "column", "value", "flag",
+                   "obs_stage", "step_from", "equals_bundle")
+# `model` and `set` (link#302) are optional, so #284's file stays valid: an
+# absent or empty `model` is `cw`, an absent or empty `set` changes nothing.
+for (k in c("model", "set")) {
+  if (!k %in% names(variants)) variants[[k]] <- NA_character_
+}
+variants$model[is.na(variants$model)] <- "cw"
 stopifnot(
-  identical(names(variants), c("variant", "species_code", "column", "value",
-                               "flag", "obs_stage", "step_from",
-                               "equals_bundle")),
+  identical(setdiff(names(variants), c("model", "set")), cols_variants),
+  all(variants$model %in% c("cw", "mad")),
   !anyDuplicated(variants$variant),
   all(grepl("^[a-z][a-z0-9_]*$", variants$variant)),
   sum(is.na(variants$column)) == 1L,
@@ -104,6 +133,37 @@ stopifnot(
   all(roles$role %in% c("held_out", "in_sample"))
 )
 base_variant <- variants$variant[is.na(variants$column)]
+if (!identical(variants$model[variants$variant == base_variant], "cw")) {
+  stop("the base variant must be on the cw model", call. = FALSE)
+}
+# `set`: extra cells a variant fixes beside its `column`, as
+# "col=value;col=value" (a MAD rung's open maximum, the spawning range a
+# rearing ladder's clusters need). Parsed once, to a named character vector.
+parse_set <- function(x) {
+  if (is.na(x) || !nzchar(trimws(x))) return(stats::setNames(character(0), character(0)))
+  kv <- strsplit(trimws(strsplit(x, ";", fixed = TRUE)[[1]]), "=", fixed = TRUE)
+  if (!all(lengths(kv) == 2L)) stop("malformed set: ", x, call. = FALSE)
+  out <- stats::setNames(trimws(vapply(kv, `[`, "", 2L)),
+                         trimws(vapply(kv, `[`, "", 1L)))
+  if (anyDuplicated(names(out)) || !all(nzchar(names(out))) ||
+      !all(nzchar(out))) {
+    stop("malformed set: ", x, call. = FALSE)
+  }
+  out
+}
+sets <- stats::setNames(lapply(variants$set, parse_set), variants$variant)
+# `set` may fix only MAD cells: a core is cut at default's gradient and width,
+# so a set cell on either would make a band differ from the core on an axis
+# the step is not about.
+local({
+  bad <- vapply(variants$variant, function(v) {
+    !all(grepl("_mad_(min|max)$", names(sets[[v]])))
+  }, logical(1))
+  if (any(bad)) {
+    stop("set may name only *_mad_min / *_mad_max cells: ",
+         paste(variants$variant[bad], collapse = ", "), call. = FALSE)
+  }
+})
 # The ladders must be well formed before anything runs: every step_from names
 # a listed variant, and each variant is stepped from by at most one other, so
 # every ladder is one chain out from the base (no cycle, no branch below it).
@@ -142,8 +202,9 @@ if (length(setdiff(focal, roles$watershed_group_code)) > 0L) {
        paste(setdiff(focal, roles$watershed_group_code), collapse = ", "),
        call. = FALSE)
 }
-schema_of <- function(v) paste0(prefix, v)
-working_of <- function(w) paste0("working_score_", tolower(w))
+# paste0() with a zero-length argument returns the bare prefix, not nothing.
+schema_of <- function(v) if (length(v) == 0L) character(0) else paste0(prefix, v)
+working_of <- function(w) paste0(working_prefix, tolower(w))
 
 conn <- lnk_db_conn(dbname = "fwapg", host = "localhost", port = 5432L,
                     user = "postgres", password = "postgres")
@@ -155,6 +216,8 @@ cfg_default$pipeline$schema <- schema_of(base_variant)
 loaded <- suppressWarnings(lnk_load_overrides(cfg_default))
 path_thr_default <- cfg_default$files$parameters_habitat_thresholds$path
 thr_default <- utils::read.csv(path_thr_default, colClasses = "character")
+meth_default <- utils::read.csv(cfg_default$files$parameters_habitat_method$path,
+                                colClasses = "character")
 # Write a thresholds table in the shipped CSVs' shape: header and text columns
 # quoted, numbers bare, NA bare. Proven on `default` itself before any variant
 # is written, so a variant bundle differs from `default` in its one cell only.
@@ -185,46 +248,83 @@ write_bundle <- function(r) {
     stop("variant ", r$variant, ": species ", r$species_code,
          " not in default's thresholds", call. = FALSE)
   }
-  if (identical(thr[[r$column]][i], r$value)) {
-    stop("variant ", r$variant, " equals default: ", r$column, " is already ",
-         r$value, call. = FALSE)
+  cells <- c(stats::setNames(r$value, r$column), sets[[r$variant]])
+  if (anyDuplicated(names(cells)) || !all(names(cells) %in% names(thr))) {
+    stop("variant ", r$variant, ": set repeats its column or names no ",
+         "threshold column", call. = FALSE)
+  }
+  for (k in names(cells)) {
+    if (identical(thr[[k]][i], cells[[k]])) {
+      stop("variant ", r$variant, " equals default: ", k, " is already ",
+           cells[[k]], call. = FALSE)
+    }
+    thr[[k]][i] <- cells[[k]]
   }
-  thr[[r$column]][i] <- r$value
   n_diff <- sum(mapply(function(a, b) {
     sum(!((a == b) %in% TRUE) & !(is.na(a) & is.na(b)))
   }, thr, thr_default))
-  if (n_diff != 1L) {
+  if (n_diff != length(cells)) {
     stop("variant ", r$variant, " differs from default in ", n_diff,
-         " cells, not 1", call. = FALSE)
+         " cells, not ", length(cells), call. = FALSE)
   }
   d <- bundle_dir(r$variant)
   fs::dir_create(d)
   path_thr <- file.path(d, "parameters_habitat_thresholds.csv")
   write_thresholds(thr, path_thr)
+  files <- list(parameters_habitat_thresholds = list(
+    path = "parameters_habitat_thresholds.csv"))
+  # Its own entry, or the inherited one would verify default's copy.
+  prov <- list(parameters_habitat_thresholds.csv = list(
+    source = sprintf("link (generated from configs/default; %s row %s)",
+                     basename(path_variants), r$variant),
+    checksum = paste0("sha256:", digest::digest(file = path_thr,
+                                                algo = "sha256"))))
+  if (identical(r$model, "mad")) {
+    # Every WSG with a role for this species on `mad`, the rest as default.
+    path_meth <- file.path(d, "parameters_habitat_method.csv")
+    w_mad <- unique(roles$watershed_group_code[
+      roles$species_code == r$species_code])
+    meth <- meth_default
+    meth$model[meth$watershed_group_code %in% w_mad] <- "mad"
+    meth <- rbind(meth, data.frame(
+      watershed_group_code = setdiff(w_mad, meth$watershed_group_code),
+      model = rep("mad", length(setdiff(w_mad, meth$watershed_group_code)))))
+    meth <- meth[order(meth$watershed_group_code), ]
+    utils::write.csv(meth, path_meth, row.names = FALSE, quote = FALSE)
+    files$parameters_habitat_method <- list(
+      path = "parameters_habitat_method.csv")
+    prov$parameters_habitat_method.csv <- list(
+      source = sprintf("link (generated from configs/default; %s row %s)",
+                       basename(path_variants), r$variant),
+      checksum = paste0("sha256:", digest::digest(file = path_meth,
+                                                  algo = "sha256")))
+  }
   yaml::write_yaml(list(
     name = r$variant,
     description = sprintf(paste(
-      "link#284 step 5 scoring variant, generated by",
-      "data-raw/habitat_variants_build.R from %s: `default` with %s %s",
-      "%s -> %s."), basename(path_variants), r$species_code, r$column,
-      thr_default[[r$column]][i], r$value),
+      "Habitat-threshold scoring variant, generated by",
+      "data-raw/habitat_variants_build.R from %s: `default` on the %s model",
+      "with %s %s."), basename(path_variants), r$model, r$species_code,
+      paste(names(cells), cells, sep = " = ", collapse = ", ")),
     extends = "default",
-    files = list(parameters_habitat_thresholds = list(
-      path = "parameters_habitat_thresholds.csv")),
+    files = files,
     pipeline = list(schema = schema_of(r$variant)),
-    # Its own entry, or the inherited one would verify default's copy.
-    provenance = list(parameters_habitat_thresholds.csv = list(
-      source = sprintf("link (generated from configs/default; %s row %s)",
-                       basename(path_variants), r$variant),
-      checksum = paste0("sha256:", digest::digest(file = path_thr,
-                                                  algo = "sha256"))))),
+    provenance = prov),
     file.path(d, "config.yaml"))
   cfg <- lnk_config(normalizePath(d))
   ver <- lnk_config_verify(cfg)
-  ver <- ver[ver$file == "parameters_habitat_thresholds.csv", ]
-  if (nrow(ver) != 1L || isTRUE(ver$byte_drift)) {
-    stop("variant ", r$variant, ": its thresholds do not verify against ",
-         "its own provenance", call. = FALSE)
+  for (f in sub("$", ".csv", names(files))) {
+    vf <- ver[ver$file == f, ]
+    if (nrow(vf) != 1L || isTRUE(vf$byte_drift)) {
+      stop("variant ", r$variant, ": its ", f, " does not verify against ",
+           "its own provenance", call. = FALSE)
+    }
+  }
+  if (!identical(normalizePath(cfg$files$parameters_habitat_method$path),
+                 normalizePath(if (identical(r$model, "mad")) path_meth else
+                   cfg_default$files$parameters_habitat_method$path))) {
+    stop("variant ", r$variant, ": its method table did not resolve to the ",
+         "one written for it", call. = FALSE)
   }
   if (!is.na(r$equals_bundle)) {
     a <- tools::md5sum(cfg$files$parameters_habitat_thresholds$path)
@@ -255,6 +355,9 @@ record_built <- function(v, w) {
     thresholds_sha256 = digest::digest(
       file = cfgs[[v]]$files$parameters_habitat_thresholds$path,
       algo = "sha256"),
+    method_sha256 = digest::digest(
+      file = cfgs[[v]]$files$parameters_habitat_method$path,
+      algo = "sha256"),
     link_head = head_sha, dirty = length(dirty) > 0L,
     built_at = format(Sys.time(), "%Y-%m-%d %H:%M:%S %Z"))
   old <- if (file.exists(path_built)) {
@@ -262,6 +365,12 @@ record_built <- function(v, w) {
   } else {
     NULL
   }
+  # A built.csv from before link#302 has no method column: its schemas were
+  # all built on default's method table, which is not recorded, so NA.
+  if (!is.null(old) && !"method_sha256" %in% names(old)) {
+    old$method_sha256 <- NA_character_
+    old <- old[names(row)]
+  }
   keep <- !(old$variant == v & old$watershed_group_code == w)
   utils::write.csv(rbind(old[keep, , drop = FALSE], row), path_built,
                    row.names = FALSE)
@@ -435,6 +544,22 @@ run_variant <- function(v) {
     if (!dbExistsTable(conn, Id(schema = working_of(w), table = "streams"))) {
       stop(working_of(w), " is gone: run --step=base first", call. = FALSE)
     }
+    # A `mad` variant classifies on the discharge prepare joined onto the
+    # working streams (#286). A working schema built before that join, or a
+    # WSG with no discharge, would classify every inheriting stream rule
+    # FALSE and read as a threshold verdict.
+    if (identical(variants$model[variants$variant == v], "mad")) {
+      has_col <- nrow(dbGetQuery(conn,
+        "SELECT 1 FROM information_schema.columns
+          WHERE table_schema = $1 AND table_name = 'streams'
+            AND column_name = 'mad_m3s'", params = list(working_of(w)))) > 0L
+      n_mad <- if (has_col) dbGetQuery(conn, sprintf(
+        "SELECT count(mad_m3s) AS n FROM %s.streams", working_of(w)))$n else 0
+      if (n_mad == 0) {
+        stop(working_of(w), ".streams carries no mad_m3s: rebuild the base ",
+             "(--step=base) at this HEAD", call. = FALSE)
+      }
+    }
     t0 <- Sys.time()
     sp <- if (identical(v, base_variant)) NULL else sp_v
     lnk_pipeline_classify(conn, aoi = w, cfg = cfg, loaded = loaded,
diff --git a/data-raw/habitat_variants_score.R b/data-raw/habitat_variants_score.R
index 725258c1..abd2af16 100644
--- a/data-raw/habitat_variants_score.R
+++ b/data-raw/habitat_variants_score.R
@@ -22,7 +22,7 @@
 #     [--variants=data-raw/habitat_score/variants.csv] \
 #     [--roles=data-raw/habitat_score/wsg_roles.csv] \
 #     [--wsgs=...] [--buffers=0,100] [--prefix=score284_] \
-#     [--out=data-raw/logs/habitat_score_284]
+#     [--floor=found|expected] [--out=data-raw/logs/habitat_score_284]
 #
 # Absences come from LNK_KNOWLEDGE_DIR (the private `knowledge` repo) through
 # data-raw/habitat_validate_inputs.R, as habitat_validate.R reads them; only
@@ -72,6 +72,14 @@ path_roles <- opt("roles", file.path("data-raw", "habitat_score",
                                      "wsg_roles.csv"))
 prefix <- opt("prefix", "score284_")
 dir_out <- opt("out", file.path("data-raw", "logs", "habitat_score_284"))
+# The defaults are #284's committed run; another variants file must not
+# score into (and first clear) #284's outputs.
+if (!identical(path_variants, file.path("data-raw", "habitat_score", "variants.csv")) &&
+    !all(c("prefix", "out") %in% sub("^--([^=]+)=.*", "\\1",
+                                       commandArgs(trailingOnly = TRUE)))) {
+  stop("--variants other than #284's needs an explicit --prefix and --out",
+       call. = FALSE)
+}
 buffers <- as.numeric(split_csv(opt("buffers", "0,100")))
 if (anyNA(buffers) || !0 %in% buffers) {
   stop("--buffers must be numbers and include 0 (bands are buffer 0)",
@@ -79,12 +87,53 @@ if (anyNA(buffers) || !0 %in% buffers) {
 }
 n_min <- 10L
 ratio_min <- 0.5
+# Which n-floor is the verdict of record (both are always written): `found`
+# (locations found in the band, #284's) or `expected` (locations the band
+# would hold at the core's rate, link#302's: a walk that only loosens from a
+# tight anchor is where the found-count floor cannot refuse).
+floor_of_record <- opt("floor", "found")
+if (!floor_of_record %in% c("found", "expected")) {
+  stop("--floor must be found or expected", call. = FALSE)
+}
 
 variants <- utils::read.csv(path_variants, colClasses = "character",
                             na.strings = "")
 roles <- utils::read.csv(path_roles, colClasses = "character")
+# `model` and `set` are optional (link#302), as habitat_variants_build.R reads
+# them: an empty model is `cw`, an empty set changes nothing.
+for (k in c("model", "set")) {
+  if (!k %in% names(variants)) variants[[k]] <- NA_character_
+}
+variants$model[is.na(variants$model)] <- "cw"
 base_variant <- variants$variant[is.na(variants$column)]
-stopifnot(length(base_variant) == 1L)
+stopifnot(length(base_variant) == 1L,
+          all(variants$model %in% c("cw", "mad")),
+          identical(variants$model[variants$variant == base_variant], "cw"))
+n_set <- function(x) {
+  if (is.na(x) || !nzchar(trimws(x))) 0L else
+    length(strsplit(trimws(x), ";", fixed = TRUE)[[1]])
+}
+model_of <- function(v) variants$model[match(v, variants$variant)]
+# The same parse as habitat_variants_build.R: "col=value;col=value".
+parse_set <- function(x) {
+  if (is.na(x) || !nzchar(trimws(x))) return(stats::setNames(character(0), character(0)))
+  kv <- strsplit(trimws(strsplit(x, ";", fixed = TRUE)[[1]]), "=", fixed = TRUE)
+  stats::setNames(trimws(vapply(kv, `[`, "", 2L)), trimws(vapply(kv, `[`, "", 1L)))
+}
+# A ladder holds its `set` cells fixed, so a band is the step's own cell
+# only: every step but an anchor carries exactly its step_from's set.
+local({
+  for (v in variants$variant[!is.na(variants$column)]) {
+    f <- variants$step_from[variants$variant == v]
+    if (identical(f, base_variant) || model_of(v) != model_of(f)) next
+    a <- parse_set(variants$set[variants$variant == v])
+    b <- parse_set(variants$set[variants$variant == f])
+    if (!identical(a[order(names(a))], b[order(names(b))])) {
+      stop("step ", v, " changes its set cells from ", f,
+           ": a ladder holds them fixed", call. = FALSE)
+    }
+  }
+})
 # The ladders must be well formed before anything runs: every step_from names
 # a listed variant, and each variant is stepped from by at most one other, so
 # every ladder is one chain out from the base (no cycle, no branch below it).
@@ -115,7 +164,8 @@ focal <- toupper(split_csv(opt("wsgs")))
 if (length(focal) == 0L) focal <- unique(roles$watershed_group_code)
 roles <- roles[roles$watershed_group_code %in% focal, ]
 species <- sort(unique(roles$species_code))
-schema_of <- function(v) paste0(prefix, v)
+# paste0() with a zero-length argument returns the bare prefix, not nothing.
+schema_of <- function(v) if (length(v) == 0L) character(0) else paste0(prefix, v)
 outputs <- c("summary.csv", "totals.csv", "bands.csv", "bands_pooled.csv",
              "verdict.csv", "bridge_band.csv", "taper.csv", "elevation.csv",
              "elevation_adjusted.csv", "habitat_change.csv",
@@ -176,6 +226,31 @@ for (v in variants$variant) {
     stop("the thresholds bundle for ", v, " is not the one every scored WSG ",
          "of ", schema_of(v), " was built from", call. = FALSE)
   }
+  # The habitat model a schema was classified on is the bundle's method
+  # table; a built.csv from before link#302 carries no method sha, and its
+  # rows can only be cw.
+  sha_meth <- digest::digest(file = cfgs[[v]]$files$parameters_habitat_method$path,
+                             algo = "sha256")
+  meth_built <- if ("method_sha256" %in% names(b)) b$method_sha256 else
+    rep(NA_character_, nrow(b))
+  # The model --variants names must be the one the bundle's method table puts
+  # these WSGs on (unlisted is cw), whatever built.csv recorded: a pre-#302
+  # row carries no method sha, and a default that later moved a WSG to mad
+  # would otherwise score an old cw schema under mad.
+  meth <- utils::read.csv(cfgs[[v]]$files$parameters_habitat_method$path,
+                          colClasses = "character")
+  m_w <- meth$model[match(w_v, meth$watershed_group_code)]
+  m_w[is.na(m_w)] <- "cw"
+  if (!all(m_w == model_of(v))) {
+    stop(v, " is a ", model_of(v), " variant but its method table puts ",
+         paste(w_v[m_w != model_of(v)], collapse = ", "), " on another model",
+         call. = FALSE)
+  }
+  if (!all(meth_built %in% sha_meth |
+             (is.na(meth_built) & model_of(v) == "cw"))) {
+    stop("the method table for ", v, " is not the one every scored WSG of ",
+         schema_of(v), " was built from", call. = FALSE)
+  }
   if (identical(v, base_variant)) next
   r <- variants[variants$variant == v, ]
   thr <- utils::read.csv(path_thr, colClasses = "character")
@@ -183,7 +258,19 @@ for (v in variants$variant) {
     sum(!((a == b) %in% TRUE) & !(is.na(a) & is.na(b)))
   }, thr, thr_now))
   got <- as.numeric(thr[[r$column]][thr$species_code == r$species_code])
-  if (n_diff != 1L || !isTRUE(all.equal(got, as.numeric(r$value)))) {
+  # Every set cell must hold the value --variants gives it, not just count.
+  set_ok <- all(vapply(names(parse_set(r$set)), function(k) {
+    got_k <- thr[[k]][thr$species_code == r$species_code]
+    want_k <- parse_set(r$set)[[k]]
+    # Numbers compared as numbers; anything else (edge types) as text.
+    if (is.na(suppressWarnings(as.numeric(want_k)))) {
+      identical(got_k, want_k)
+    } else {
+      isTRUE(all.equal(as.numeric(got_k), as.numeric(want_k)))
+    }
+  }, logical(1)))
+  if (n_diff != 1L + n_set(r$set) || !set_ok ||
+      !isTRUE(all.equal(got, as.numeric(r$value)))) {
     stop("bundle ", v, " is not default with ", r$column, " = ", r$value,
          " for ", r$species_code, " (", n_diff, " cells differ; it holds ",
          got, ")", call. = FALSE)
@@ -337,12 +424,52 @@ value_of <- function(v, sp, column) {
 steps <- variants[!is.na(variants$column), ]
 steps$value_from <- mapply(value_of, steps$step_from, steps$species_code,
                            steps$column)
-steps$direction <- ifelse(num(steps$value) > steps$value_from, "added",
-                          "removed")
+# A step that changes the habitat model as well (the cw base to the first
+# `mad` rung of a MAD ladder, link#302) is the ladder's anchor, not a
+# threshold step: it is taken by construction, its bands are reported both
+# ways, and the walk starts beyond it.
+steps$model_step <- model_of(steps$variant) != model_of(steps$step_from)
+# A model change is a ladder's first step or nothing: mid-ladder it would be
+# force-taken and would put a rung of another model in the core.
+if (any(steps$model_step & steps$step_from != base_variant)) {
+  stop("a model change must step from ", base_variant, ": ",
+       paste(steps$variant[steps$model_step & steps$step_from != base_variant],
+             collapse = ", "), call. = FALSE)
+}
+# Raising a maximum adds habitat; lowering a minimum does (link#302's MAD
+# rungs are the first ladders on a `_min` column).
+loosens <- ifelse(grepl("_min$", steps$column),
+                  num(steps$value) < steps$value_from,
+                  num(steps$value) > steps$value_from)
+steps$direction <- ifelse(steps$model_step | loosens, "added", "removed")
 ladder_of <- function(sp, column) {
   c(base_variant, variants$variant[variants$species_code %in% sp &
                                      variants$column %in% column])
 }
+# The core: the habitat every schema of the ladder keeps. A MAD ladder's core
+# leaves out the cw base, which tests axes the `mad` rungs do not (a width
+# floor, and NULL widths fail), so the core and the bands are cut alike.
+core_of <- function(sp, column) {
+  l <- ladder_of(sp, column)
+  rungs <- l[-1L]
+  if (any(model_of(rungs) != "cw")) rungs else l
+}
+# Every step past an anchor reads the same species, column, flag and stage as
+# its step_from, or value_from is NA and the step drops out of the walk.
+local({
+  for (k in seq_len(nrow(steps))) {
+    f <- steps$step_from[k]
+    if (identical(f, base_variant)) next
+    a <- variants[variants$variant == steps$variant[k],
+                  c("species_code", "column", "flag", "obs_stage")]
+    b <- variants[variants$variant == f,
+                  c("species_code", "column", "flag", "obs_stage")]
+    if (!identical(unname(unlist(a)), unname(unlist(b)))) {
+      stop("step ", steps$variant[k], " reads a different species, column, ",
+           "flag or stage than its step_from ", f, call. = FALSE)
+    }
+  }
+})
 # A user_habitat_classification reach is forced to habitat under every
 # variant, so it would sit in the core and pull its density toward wherever
 # the confirmed reaches are. The band function does not exclude them; stop
@@ -364,7 +491,7 @@ bands <- list()
 for (k in seq_len(nrow(steps))) {
   s <- steps[k, ]
   w_sp <- roles$watershed_group_code[roles$species_code == s$species_code]
-  core <- schema_of(ladder_of(s$species_code, s$column))
+  core <- schema_of(core_of(s$species_code, s$column))
   for (st in stages) {
     b <- lnk_habitat_validate_band(
       conn, aoi = w_sp, species = s$species_code, flag = s$flag,
@@ -402,7 +529,8 @@ utils::write.csv(bands, file.path(dir_out, "bands.csv"), row.names = FALSE,
 # against-direction length stays in bands.csv; the run stops only when it is
 # more than 1 % of what the step moves the right way, which would mean the
 # ladder is not nested and the core is not "default outside every band".
-b_any <- bands[bands$stage == "any", ]
+b_any <- bands[bands$stage == "any" &
+                 !bands$variant %in% steps$variant[steps$model_step], ]
 with_km <- tapply(b_any$band_km[b_any$direction == b_any$step_direction],
                   b_any$variant[b_any$direction == b_any$step_direction], sum)
 against_km <- tapply(b_any$band_km[b_any$direction != b_any$step_direction],
@@ -416,11 +544,16 @@ if (any(share > 0.01, na.rm = TRUE)) {
 message("habitat moved against the step direction (km): ",
         paste(names(against_km), round(against_km, 3), collapse = ", "))
 
-key_b <- c("variant", "step_from", "column", "value_from", "value",
-           "step_direction", "obs_stage", "species_code", "flag", "role",
-           "direction", "stage")
+# value_from is NA for a ladder's anchor (default has no value), and
+# aggregate() drops a group whose key is NA, so it is joined back after.
+key_b <- c("variant", "step_from", "column", "value", "step_direction",
+           "obs_stage", "species_code", "flag", "role", "direction", "stage")
 pooled <- stats::aggregate(bands[c("band_km", "n_band", "core_km", "n_core")],
                            bands[key_b], sum)
+pooled <- cbind(pooled[1:3],
+                value_from = steps$value_from[match(pooled$variant,
+                                                    steps$variant)],
+                pooled[-(1:3)])
 pooled <- cbind(pooled, .lnk_hvb_density(pooled$n_band, pooled$band_km,
                                          pooled$n_core, pooled$core_km))
 pooled <- pooled[do.call(order, pooled[c("species_code", "column", "value",
@@ -441,6 +574,8 @@ rule$decision <- ifelse(
   rule$n_band < n_min, "keep (n < 10)",
   ifelse((rule$step_direction == "added") == rule$band_is_habitat,
          "take", "refuse"))
+is_anchor <- rule$variant %in% steps$variant[steps$model_step]
+rule$decision[is_anchor] <- "take (anchor: model change)"
 # Beside the rule, not in it: the same floor on the locations the band would
 # hold at the core's rate (core density x band km), which is set by the band's
 # length before any fish are counted. The rule's floor on the locations
@@ -452,6 +587,7 @@ band_is_dense <- !is.na(rule$density_ratio) & rule$density_ratio >= ratio_min
 rule$decision_expected_floor <- ifelse(
   is.na(rule$n_expected) | rule$n_expected < n_min, "keep (expected < 10)",
   ifelse((rule$step_direction == "added") == band_is_dense, "take", "refuse"))
+rule$decision_expected_floor[is_anchor] <- "take (anchor: model change)"
 # Walk each ladder out from default once, to its last step, and write that
 # one outcome on every row of the ladder. A ladder is the chain from default
 # to a tip (a variant no other variant steps from); a ladder that branches at
@@ -476,6 +612,7 @@ walk <- function(decision) {
   for (tip in tips) {
     chain <- chain_to(tip)
     dec <- decision[match(chain, rule$variant)]
+    dec[startsWith(dec, "take")] <- "take"
     stop_at <- which(dec != "take" | is.na(dec))[1]
     r <- rule[rule$variant == tip, ]
     if (is.na(stop_at)) {
@@ -488,6 +625,23 @@ walk <- function(decision) {
       } else {
         num(variants$value[variants$variant == chain[stop_at - 1L]])
       }
+    } else if (any(chain %in% steps$variant[steps$model_step])) {
+      # A MAD ladder has no prior verdict to stand (default has no range).
+      # Pre-registered (research/habitat_thresholds.md, #302): an
+      # underpowered first step past the anchor lands its own value, the
+      # calibrated candidate, unscored; a later one stops at the last value
+      # taken.
+      first <- stop_at >= 2L &&
+        chain[stop_at - 1L] %in% steps$variant[steps$model_step]
+      if (first) {
+        status <- paste("underpowered at", chain[stop_at],
+                        "- its value lands unscored")
+        value <- num(variants$value[variants$variant == chain[stop_at]])
+      } else {
+        status <- paste("underpowered at", chain[stop_at], "- stops at",
+                        chain[stop_at - 1L])
+        value <- num(variants$value[variants$variant == chain[stop_at - 1L]])
+      }
     } else {
       status <- paste("underpowered at", chain[stop_at],
                       "- the step 1-4 verdict stands")
@@ -507,6 +661,14 @@ rule$walked_value <- w_rule$value
 w_exp <- walk(rule$decision_expected_floor)
 rule$walk_status_expected_floor <- w_exp$status
 rule$walked_value_expected_floor <- w_exp$value
+rule$floor_of_record <- rep(floor_of_record, nrow(rule))
+rule$decision_of_record <- if (floor_of_record == "found") rule$decision else
+  rule$decision_expected_floor
+rule$walked_value_of_record <- if (floor_of_record == "found") {
+  rule$walked_value
+} else {
+  rule$walked_value_expected_floor
+}
 utils::write.csv(rule, file.path(dir_out, "verdict.csv"), row.names = FALSE,
                  na = "")
 
@@ -531,11 +693,23 @@ for (k in seq_len(nrow(ladders))) {
   flag_of <- function(sch) {
     sprintf("coalesce(h%d.%s, false)", match(sch, sch_all), L$flag)
   }
-  band_case <- paste(sprintf("WHEN %s <> %s THEN %s",
-                             flag_of(schema_of(lad$variant)),
-                             flag_of(schema_of(lad$step_from)),
-                             DBI::dbQuoteString(conn, lad$variant)),
-                     collapse = " ")
+  # A segment goes to the first band whose flags differ, which is the
+  # verdict's band only on a nested ladder. A MAD ladder's anchor moves
+  # habitat both ways, so the threshold steps are labelled first and the
+  # anchor last, split by direction, as bands.csv counts them.
+  thr_steps <- lad[!lad$model_step, ]
+  anc <- lad[lad$model_step, ]
+  band_case <- paste(c(
+    sprintf("WHEN %s <> %s THEN %s", flag_of(schema_of(thr_steps$variant)),
+            flag_of(schema_of(thr_steps$step_from)),
+            DBI::dbQuoteString(conn, thr_steps$variant)),
+    if (nrow(anc) > 0L) {
+      sprintf("WHEN %1$s AND NOT %2$s THEN %3$s WHEN %2$s AND NOT %1$s THEN %4$s",
+              flag_of(schema_of(anc$variant)), flag_of(schema_of(anc$step_from)),
+              DBI::dbQuoteString(conn, paste(anc$variant, "added")),
+              DBI::dbQuoteString(conn, paste(anc$variant, "removed")))
+    }),
+    collapse = " ")
   d <- dbGetQuery(conn, sprintf(
     "SELECT s.watershed_group_code, s.id_segment, s.length_metre, s.gradient,
             (st_zmin(s.geom) + st_zmax(s.geom)) / 2 AS elevation,
@@ -544,7 +718,8 @@ for (k in seq_len(nrow(ladders))) {
        %2$s
       WHERE s.watershed_group_code = ANY($1)",
     schema_of(base_variant), joins,
-    paste(vapply(sch_all, flag_of, character(1)), collapse = " AND "),
+    paste(vapply(schema_of(core_of(L$species_code, L$column)), flag_of,
+                 character(1)), collapse = " AND "),
     band_case), params = list(paste0("{", paste(w_sp, collapse = ","), "}")))
   d <- d[!is.na(d$class), ]
   o <- obs_base[obs_base$species_code == L$species_code &
@@ -665,13 +840,16 @@ for (k in which(steps$flag == "rearing" & steps$direction == "added")) {
                        p.blue_line_key, p.downstream_route_measure,
                        p.wscode_ltree, p.localcode_ltree)) AS spawning_upstream,
             -- in the gradient window the step opens, or admitted through
-            -- connectivity (a cluster the step newly connects)
-            (b.gradient > $2 AND b.gradient <= $3) AS in_window,
+            -- connectivity (a cluster the step newly connects); NULL for a
+            -- step that is not a gradient step (a MAD rung, link#302)
+            CASE WHEN $4 THEN b.gradient > $2 AND b.gradient <= $3
+            END AS in_window,
             sum(b.length_metre) / 1000 AS km
        FROM band b
       GROUP BY 1, 2, 3", sv, sr, spl),
     params = list(paste0("{", paste(w_sp, collapse = ","), "}"),
-                  s$value_from, num(s$value)))
+                  s$value_from, num(s$value),
+                  grepl("_gradient_", s$column) && !s$model_step))
   if (nrow(d) > 0L) {
     bridge[[length(bridge) + 1L]] <- cbind(
       data.frame(variant = s$variant, step_from = s$step_from,
@@ -712,8 +890,8 @@ writeLines(c(
   sprintf("focal: %s; species: %s; buffers: %s m",
           paste(focal, collapse = ","), paste(species, collapse = ","),
           paste(buffers, collapse = ",")),
-  sprintf("rule: n_band >= %d and density_ratio >= %s on held-out WSGs",
-          n_min, ratio_min),
+  sprintf("rule: n_band >= %d and density_ratio >= %s on held-out WSGs; floor of record: %s",
+          n_min, ratio_min, floor_of_record),
   sprintf("pooling: %s", pool$note),
   sprintf("bcfishobs.observations rows: %s",
           dbGetQuery(conn, "SELECT count(*) FROM bcfishobs.observations")[[1]]),
diff --git a/data-raw/logs/habitat_score_302/bands.csv b/data-raw/logs/habitat_score_302/bands.csv
new file mode 100644
index 00000000..93f75b83
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bands.csv
@@ -0,0 +1,757 @@
+"variant","step_from","column","value_from","value","step_direction","obs_stage","watershed_group_code","species_code","direction","flag","stage","band_km","n_band","core_km","n_core","density_band","density_core","density_ratio","n_absence_band","role"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","ELKR","BT","added","rearing","any",30.8427558965283,0,1724.61720769864,550,0,0.318911348874879,0,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","ELKR","BT","removed","rearing","any",428.934207518329,13,1724.61720769864,550,0.0303076783621751,0.318911348874879,0.0950348065978233,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTL","BT","added","rearing","any",59.1317309819686,5,1394.69156709681,164,0.0845569699545018,0.117588722746336,0.719090810578063,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTL","BT","removed","rearing","any",263.268586455129,5,1394.69156709681,164,0.0189920114181651,0.117588722746336,0.161512183945862,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTR","BT","added","rearing","any",14.8817352403816,0,1125.60310854536,157,0,0.139480780399491,0,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTR","BT","removed","rearing","any",199.056926785232,6,1125.60310854536,157,0.0301421311827724,0.139480780399491,0.216102398455482,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","LHAF","BT","added","rearing","any",17.578960548376,0,1429.54630823311,41,0,0.0286804280238219,0,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","LHAF","BT","removed","rearing","any",1315.67077275162,75,1429.54630823311,41,0.0570051425883267,0.0286804280238219,1.98759734481572,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","MURR","BT","added","rearing","any",21.8678082152906,0,1588.48863558425,243,0,0.152975598664339,0,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","MURR","BT","removed","rearing","any",855.234109885999,10,1588.48863558425,243,0.0116927048212951,0.152975598664339,0.0764350976455488,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","PARS","BT","added","rearing","any",46.814593117266,0,2238.87945923662,249,0,0.111216349309355,0,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","PARS","BT","removed","rearing","any",442.391028356046,10,2238.87945923662,249,0.0226044367065052,0.111216349309355,0.203247425822525,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","REVL","BT","added","rearing","any",27.5284844912505,1,565.703204695949,121,0.0363260098941456,0.213893078553505,0.169832563726735,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","REVL","BT","removed","rearing","any",22.8396382061682,120,565.703204695949,121,5.25402368097022,0.213893078553505,24.5637854039112,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UARL","BT","added","rearing","any",74.907068149513,6,809.30732388724,153,0.0800992502873576,0.18905055654892,0.423692221538795,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UARL","BT","removed","rearing","any",42.3110758700495,16,809.30732388724,153,0.378151575467875,0.18905055654892,2.00026692526568,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UBTN","BT","added","rearing","any",5.1381101704656,0,1431.25837821319,1,0,0.000698685866383132,0,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UBTN","BT","removed","rearing","any",1641.33236944609,0,1431.25837821319,1,0,0.000698685866383132,0,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","ELKR","BT","added","rearing","spawn",30.8427558965283,0,1724.61720769864,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","ELKR","BT","removed","rearing","spawn",428.934207518329,0,1724.61720769864,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTL","BT","added","rearing","spawn",59.1317309819686,0,1394.69156709681,0,0,0,,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTL","BT","removed","rearing","spawn",263.268586455129,0,1394.69156709681,0,0,0,,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTR","BT","added","rearing","spawn",14.8817352403816,0,1125.60310854536,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTR","BT","removed","rearing","spawn",199.056926785232,0,1125.60310854536,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","LHAF","BT","added","rearing","spawn",17.578960548376,0,1429.54630823311,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","LHAF","BT","removed","rearing","spawn",1315.67077275162,0,1429.54630823311,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","MURR","BT","added","rearing","spawn",21.8678082152906,0,1588.48863558425,3,0,0.00188858763783135,0,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","MURR","BT","removed","rearing","spawn",855.234109885999,0,1588.48863558425,3,0,0.00188858763783135,0,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","PARS","BT","added","rearing","spawn",46.814593117266,0,2238.87945923662,0,0,0,,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","PARS","BT","removed","rearing","spawn",442.391028356046,0,2238.87945923662,0,0,0,,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","REVL","BT","added","rearing","spawn",27.5284844912505,0,565.703204695949,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","REVL","BT","removed","rearing","spawn",22.8396382061682,0,565.703204695949,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UARL","BT","added","rearing","spawn",74.907068149513,0,809.30732388724,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UARL","BT","removed","rearing","spawn",42.3110758700495,0,809.30732388724,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UBTN","BT","added","rearing","spawn",5.1381101704656,0,1431.25837821319,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UBTN","BT","removed","rearing","spawn",1641.33236944609,0,1431.25837821319,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","ELKR","BT","added","rearing","rear",30.8427558965283,0,1724.61720769864,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","ELKR","BT","removed","rearing","rear",428.934207518329,0,1724.61720769864,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTL","BT","added","rearing","rear",59.1317309819686,0,1394.69156709681,0,0,0,,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTL","BT","removed","rearing","rear",263.268586455129,0,1394.69156709681,0,0,0,,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTR","BT","added","rearing","rear",14.8817352403816,0,1125.60310854536,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","KOTR","BT","removed","rearing","rear",199.056926785232,0,1125.60310854536,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","LHAF","BT","added","rearing","rear",17.578960548376,0,1429.54630823311,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","LHAF","BT","removed","rearing","rear",1315.67077275162,0,1429.54630823311,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","MURR","BT","added","rearing","rear",21.8678082152906,0,1588.48863558425,1,0,0.00062952921261045,0,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","MURR","BT","removed","rearing","rear",855.234109885999,0,1588.48863558425,1,0,0.00062952921261045,0,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","PARS","BT","added","rearing","rear",46.814593117266,0,2238.87945923662,0,0,0,,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","PARS","BT","removed","rearing","rear",442.391028356046,0,2238.87945923662,0,0,0,,,"in_sample"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","REVL","BT","added","rearing","rear",27.5284844912505,0,565.703204695949,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","REVL","BT","removed","rearing","rear",22.8396382061682,0,565.703204695949,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UARL","BT","added","rearing","rear",74.907068149513,0,809.30732388724,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UARL","BT","removed","rearing","rear",42.3110758700495,0,809.30732388724,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UBTN","BT","added","rearing","rear",5.1381101704656,0,1431.25837821319,0,0,0,,,"held_out"
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","UBTN","BT","removed","rearing","rear",1641.33236944609,0,1431.25837821319,0,0,0,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","ELKR","BT","added","rearing","any",343.480542264571,11,1724.61720769864,550,0.0320251037438012,0.318911348874879,0.100420081808898,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","ELKR","BT","removed","rearing","any",0,0,1724.61720769864,550,,0.318911348874879,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","KOTL","BT","added","rearing","any",183.561293175686,0,1394.69156709682,164,0,0.117588722746336,0,,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","KOTL","BT","removed","rearing","any",0.232999203225583,0,1394.69156709682,164,0,0.117588722746336,0,,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","KOTR","BT","added","rearing","any",175.469223053083,9,1125.60310854536,157,0.0512910460501516,0.139480780399491,0.367728413213973,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","KOTR","BT","removed","rearing","any",0.213182798832516,0,1125.60310854536,157,0,0.139480780399491,0,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","LHAF","BT","added","rearing","any",426.28912302232,1,1429.54630823311,41,0.00234582574594014,0.0286804280238219,0.0817918667040708,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","LHAF","BT","removed","rearing","any",2.12951716055875,0,1429.54630823311,41,0,0.0286804280238219,0,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","MURR","BT","added","rearing","any",467.65619922304,9,1588.48863558425,243,0.0192449068673794,0.152975598664339,0.125803768937076,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","MURR","BT","removed","rearing","any",0.322948743797623,0,1588.48863558425,243,0,0.152975598664339,0,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","PARS","BT","added","rearing","any",589.219840996548,9,2238.87945923662,249,0.0152744347250396,0.111216349309355,0.137339831957196,,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","PARS","BT","removed","rearing","any",0,0,2238.87945923662,249,,0.111216349309355,,,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","REVL","BT","added","rearing","any",41.0750273010683,12,565.703204695949,121,0.292148314644891,0.213893078553505,1.36586146976145,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","REVL","BT","removed","rearing","any",0,0,565.703204695949,121,,0.213893078553505,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","UARL","BT","added","rearing","any",72.2660752856485,3,809.307323887241,153,0.0415132548452618,0.18905055654892,0.21958811231809,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","UARL","BT","removed","rearing","any",0,0,809.307323887241,153,,0.18905055654892,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","UBTN","BT","added","rearing","any",510.765184852786,0,1431.25837821319,1,0,0.000698685866383132,0,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","UBTN","BT","removed","rearing","any",0.556138668253268,0,1431.25837821319,1,0,0.000698685866383132,0,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","ELKR","BT","added","rearing","spawn",343.480542264571,0,1724.61720769864,0,0,0,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","ELKR","BT","removed","rearing","spawn",0,0,1724.61720769864,0,,0,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","KOTL","BT","added","rearing","spawn",183.561293175686,0,1394.69156709682,0,0,0,,,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","KOTL","BT","removed","rearing","spawn",0.232999203225583,0,1394.69156709682,0,0,0,,,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","KOTR","BT","added","rearing","spawn",175.469223053083,0,1125.60310854536,0,0,0,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","KOTR","BT","removed","rearing","spawn",0.213182798832516,0,1125.60310854536,0,0,0,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","LHAF","BT","added","rearing","spawn",426.28912302232,0,1429.54630823311,0,0,0,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","LHAF","BT","removed","rearing","spawn",2.12951716055875,0,1429.54630823311,0,0,0,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","MURR","BT","added","rearing","spawn",467.65619922304,0,1588.48863558425,3,0,0.00188858763783135,0,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","MURR","BT","removed","rearing","spawn",0.322948743797623,0,1588.48863558425,3,0,0.00188858763783135,0,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","PARS","BT","added","rearing","spawn",589.219840996548,0,2238.87945923662,0,0,0,,,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","PARS","BT","removed","rearing","spawn",0,0,2238.87945923662,0,,0,,,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","REVL","BT","added","rearing","spawn",41.0750273010683,0,565.703204695949,0,0,0,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","REVL","BT","removed","rearing","spawn",0,0,565.703204695949,0,,0,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","UARL","BT","added","rearing","spawn",72.2660752856485,0,809.307323887241,0,0,0,,,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","UARL","BT","removed","rearing","spawn",0,0,809.307323887241,0,,0,,,"held_out"
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+"bt_spawn_mad_p10","default","spawn_mad_min",,0.078,"added","any","KOTR","BT","added","spawning","any",8.81196065441878,0,840.009667853777,136,0,0.16190289850768,0,,"held_out"
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+"bt_spawn_mad_p10","default","spawn_mad_min",,0.078,"added","any","MURR","BT","added","spawning","any",17.0903018954675,0,1209.23337732503,234,0,0.193511033013028,0,,"held_out"
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+"bt_spawn_mad_p10","default","spawn_mad_min",,0.078,"added","any","PARS","BT","added","spawning","any",18.5776029237076,0,1566.01976352946,225,0,0.143676347668116,0,,"in_sample"
+"bt_spawn_mad_p10","default","spawn_mad_min",,0.078,"added","any","PARS","BT","removed","spawning","any",137.923989027386,6,1566.01976352946,225,0.0435022220739908,0.143676347668116,0.302779286779188,,"in_sample"
+"bt_spawn_mad_p10","default","spawn_mad_min",,0.078,"added","any","REVL","BT","added","spawning","any",22.1888078253904,1,421.81304251374,79,0.0450677660498601,0.187286764603602,0.240635082490999,,"held_out"
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diff --git a/data-raw/logs/habitat_score_302/bands_pooled.csv b/data-raw/logs/habitat_score_302/bands_pooled.csv
new file mode 100644
index 00000000..c434920b
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bands_pooled.csv
@@ -0,0 +1,217 @@
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diff --git a/data-raw/logs/habitat_score_302/base_habitat_digest.csv b/data-raw/logs/habitat_score_302/base_habitat_digest.csv
new file mode 100644
index 00000000..5bb91d6c
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/base_habitat_digest.csv
@@ -0,0 +1,13 @@
+"watershed_group_code","digest"
+"ELKR","f0efa1ebf6395e0a982217d7908ba51f"
+"KETL","7a83e1e2d53af2c840b1c21d288ed90d"
+"KOTL","1ddc4cc83a9920e0c49eb8c33bfe96c1"
+"KOTR","bd63e0e7cfc50e46a2244c7985a0b90a"
+"LHAF","c78deabab42aebeec8bc6a2c18c2b306"
+"MURR","fcd93bc9e43271ad45049a708a8fdf2f"
+"OKAN","b76b12237d225473331cc4ca3e3431aa"
+"PARS","7ca7084c350f909279a19f57ed24df75"
+"REVL","5d4e96a758116ef5b62c020b03766132"
+"SIML","b9090b9293927b2803bfc81bb36f9aa6"
+"UARL","c57a77c806a352c08a7634979f76799c"
+"UBTN","d2aa98fc85b6edb5b0ca555773788ac8"
diff --git a/data-raw/logs/habitat_score_302/base_recompute.csv b/data-raw/logs/habitat_score_302/base_recompute.csv
new file mode 100644
index 00000000..6ccc1ce3
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/base_recompute.csv
@@ -0,0 +1,13 @@
+"watershed_group_code","access_unchanged"
+"ELKR",TRUE
+"KETL",FALSE
+"KOTL",TRUE
+"KOTR",TRUE
+"LHAF",TRUE
+"MURR",TRUE
+"OKAN",TRUE
+"PARS",TRUE
+"REVL",TRUE
+"SIML",TRUE
+"UARL",TRUE
+"UBTN",TRUE
diff --git a/data-raw/logs/habitat_score_302/bridge_band.csv b/data-raw/logs/habitat_score_302/bridge_band.csv
new file mode 100644
index 00000000..6c1c863f
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bridge_band.csv
@@ -0,0 +1,105 @@
+"variant","step_from","species_code","watershed_group_code","spawning_upstream","in_window","km","role"
+"bt_rear_mad_p10","default","BT","ELKR",FALSE,,9.46820080681232,"held_out"
+"bt_rear_mad_p10","default","BT","ELKR",TRUE,,21.374555089716,"held_out"
+"bt_rear_mad_p10","default","BT","KOTL",FALSE,,11.3046208607037,"in_sample"
+"bt_rear_mad_p10","default","BT","KOTL",TRUE,,47.8271101212648,"in_sample"
+"bt_rear_mad_p10","default","BT","KOTR",FALSE,,2.32484346233314,"held_out"
+"bt_rear_mad_p10","default","BT","KOTR",TRUE,,12.5568917780484,"held_out"
+"bt_rear_mad_p10","default","BT","LHAF",FALSE,,7.64897222677042,"held_out"
+"bt_rear_mad_p10","default","BT","LHAF",TRUE,,9.9299883216056,"held_out"
+"bt_rear_mad_p10","default","BT","MURR",FALSE,,4.49255961442313,"held_out"
+"bt_rear_mad_p10","default","BT","MURR",TRUE,,17.3752486008674,"held_out"
+"bt_rear_mad_p10","default","BT","PARS",FALSE,,14.335042215049,"in_sample"
+"bt_rear_mad_p10","default","BT","PARS",TRUE,,32.479550902217,"in_sample"
+"bt_rear_mad_p10","default","BT","REVL",FALSE,,3.53126325383393,"held_out"
+"bt_rear_mad_p10","default","BT","REVL",TRUE,,23.9972212374166,"held_out"
+"bt_rear_mad_p10","default","BT","UARL",FALSE,,8.69214733415782,"held_out"
+"bt_rear_mad_p10","default","BT","UARL",TRUE,,66.2149208153553,"held_out"
+"bt_rear_mad_p10","default","BT","UBTN",FALSE,,0.937075130547864,"held_out"
+"bt_rear_mad_p10","default","BT","UBTN",TRUE,,4.20103503991773,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","ELKR",FALSE,,165.44945992641,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","ELKR",TRUE,,178.031082338161,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","KOTL",FALSE,,94.4708140069459,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","KOTL",TRUE,,89.0904791687403,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","KOTR",FALSE,,98.9035215981083,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","KOTR",TRUE,,76.5657014549748,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","LHAF",FALSE,,164.124201592179,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","LHAF",TRUE,,262.164921430141,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","MURR",FALSE,,208.777287819672,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","MURR",TRUE,,258.878911403367,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","PARS",FALSE,,329.848558654355,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","PARS",TRUE,,259.371282342192,"in_sample"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","REVL",FALSE,,23.2498416924524,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","REVL",TRUE,,17.8251856086158,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","UARL",FALSE,,36.9682749648466,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","UARL",TRUE,,35.2978003208018,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","UBTN",FALSE,,81.8244408621743,"held_out"
+"bt_rear_mad_p05","bt_rear_mad_p10","BT","UBTN",TRUE,,428.940743990612,"held_out"
+"bt_rear_mad_p02","bt_rear_mad_p05","BT","ELKR",FALSE,,317.944124537533,"held_out"
+"bt_rear_mad_p02","bt_rear_mad_p05","BT","ELKR",TRUE,,1.22762544614438,"held_out"
+"bt_rear_mad_p02","bt_rear_mad_p05","BT","KOTL",FALSE,,151.422780994981,"in_sample"
+"bt_rear_mad_p02","bt_rear_mad_p05","BT","KOTL",TRUE,,0.444289961636201,"in_sample"
+"bt_rear_mad_p02","bt_rear_mad_p05","BT","KOTR",FALSE,,153.983600112212,"held_out"
+"bt_rear_mad_p02","bt_rear_mad_p05","BT","LHAF",FALSE,,493.422619315771,"held_out"
+"bt_rear_mad_p02","bt_rear_mad_p05","BT","MURR",FALSE,,555.394502714452,"held_out"
+"bt_rear_mad_p02","bt_rear_mad_p05","BT","PARS",FALSE,,809.513235065859,"in_sample"
+"bt_rear_mad_p02","bt_rear_mad_p05","BT","REVL",FALSE,,37.6689931658674,"held_out"
+"bt_rear_mad_p02","bt_rear_mad_p05","BT","UARL",FALSE,,43.6488850011187,"held_out"
+"bt_rear_mad_p02","bt_rear_mad_p05","BT","UBTN",FALSE,,920.124015761542,"held_out"
+"gr_rear_mad_p10","default","GR","LHAF",TRUE,,5.12919548572614,"held_out"
+"gr_rear_mad_p10","default","GR","MURR",TRUE,,8.93409310302972,"held_out"
+"gr_rear_mad_p10","default","GR","PARS",TRUE,,11.189152136446,"in_sample"
+"gr_rear_mad_p10","default","GR","UBTN",TRUE,,0.0556700794765779,"held_out"
+"gr_rear_mad_p05","gr_rear_mad_p10","GR","LHAF",FALSE,,18.1983957486383,"held_out"
+"gr_rear_mad_p05","gr_rear_mad_p10","GR","LHAF",TRUE,,493.844847952291,"held_out"
+"gr_rear_mad_p05","gr_rear_mad_p10","GR","MURR",FALSE,,37.044918003968,"held_out"
+"gr_rear_mad_p05","gr_rear_mad_p10","GR","MURR",TRUE,,289.227779276082,"held_out"
+"gr_rear_mad_p05","gr_rear_mad_p10","GR","PARS",FALSE,,103.66434246478,"in_sample"
+"gr_rear_mad_p05","gr_rear_mad_p10","GR","PARS",TRUE,,307.195247351032,"in_sample"
+"gr_rear_mad_p05","gr_rear_mad_p10","GR","UBTN",FALSE,,28.9873750011338,"held_out"
+"gr_rear_mad_p05","gr_rear_mad_p10","GR","UBTN",TRUE,,655.362194991369,"held_out"
+"gr_rear_mad_p02","gr_rear_mad_p05","GR","LHAF",FALSE,,625.259419927923,"held_out"
+"gr_rear_mad_p02","gr_rear_mad_p05","GR","MURR",FALSE,,416.164878954717,"held_out"
+"gr_rear_mad_p02","gr_rear_mad_p05","GR","PARS",FALSE,,591.618021868488,"in_sample"
+"gr_rear_mad_p02","gr_rear_mad_p05","GR","PARS",TRUE,,0.324067503269208,"in_sample"
+"gr_rear_mad_p02","gr_rear_mad_p05","GR","UBTN",FALSE,,1632.00544128859,"held_out"
+"rb_rear_mad_p10","default","RB","ELKR",FALSE,,50.5991412305986,"held_out"
+"rb_rear_mad_p10","default","RB","ELKR",TRUE,,41.7188901327193,"held_out"
+"rb_rear_mad_p10","default","RB","KETL",FALSE,,60.7107163078111,"held_out"
+"rb_rear_mad_p10","default","RB","KETL",TRUE,,151.262807400246,"held_out"
+"rb_rear_mad_p10","default","RB","KOTL",FALSE,,49.7738488973913,"in_sample"
+"rb_rear_mad_p10","default","RB","KOTL",TRUE,,72.309509987674,"in_sample"
+"rb_rear_mad_p10","default","RB","KOTR",FALSE,,12.073004515842,"held_out"
+"rb_rear_mad_p10","default","RB","KOTR",TRUE,,13.3549914465094,"held_out"
+"rb_rear_mad_p10","default","RB","OKAN",FALSE,,31.9997897925775,"held_out"
+"rb_rear_mad_p10","default","RB","OKAN",TRUE,,39.0356721187521,"held_out"
+"rb_rear_mad_p10","default","RB","PARS",FALSE,,187.087152420913,"in_sample"
+"rb_rear_mad_p10","default","RB","PARS",TRUE,,142.737870308409,"in_sample"
+"rb_rear_mad_p10","default","RB","REVL",FALSE,,0.469281697703086,"held_out"
+"rb_rear_mad_p10","default","RB","REVL",TRUE,,2.38724526411829,"held_out"
+"rb_rear_mad_p10","default","RB","SIML",FALSE,,14.8721733805967,"held_out"
+"rb_rear_mad_p10","default","RB","SIML",TRUE,,81.5830390727554,"held_out"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","ELKR",FALSE,,146.026369800629,"held_out"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","ELKR",TRUE,,61.5161844929886,"held_out"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","KETL",FALSE,,264.498530423951,"held_out"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","KETL",TRUE,,108.859161939381,"held_out"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","KOTL",FALSE,,78.5358548358102,"in_sample"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","KOTL",TRUE,,28.5741969532899,"in_sample"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","KOTR",FALSE,,37.5459540068152,"held_out"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","KOTR",TRUE,,13.7585476158999,"held_out"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","OKAN",FALSE,,139.480298183321,"held_out"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","OKAN",TRUE,,85.9444295923032,"held_out"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","PARS",FALSE,,399.13581573163,"in_sample"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","PARS",TRUE,,98.2750768268575,"in_sample"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","REVL",FALSE,,0.138132600956745,"held_out"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","SIML",FALSE,,118.953052895764,"held_out"
+"rb_rear_mad_p05","rb_rear_mad_p10","RB","SIML",TRUE,,55.0777200747945,"held_out"
+"rb_rear_mad_p02","rb_rear_mad_p05","RB","ELKR",FALSE,,165.985144602556,"held_out"
+"rb_rear_mad_p02","rb_rear_mad_p05","RB","KETL",FALSE,,349.752403259001,"held_out"
+"rb_rear_mad_p02","rb_rear_mad_p05","RB","KETL",TRUE,,0.00370400283471483,"held_out"
+"rb_rear_mad_p02","rb_rear_mad_p05","RB","KOTL",FALSE,,77.6604914461203,"in_sample"
+"rb_rear_mad_p02","rb_rear_mad_p05","RB","KOTR",FALSE,,43.9785286903487,"held_out"
+"rb_rear_mad_p02","rb_rear_mad_p05","RB","OKAN",FALSE,,234.587870945186,"held_out"
+"rb_rear_mad_p02","rb_rear_mad_p05","RB","PARS",FALSE,,439.509307837229,"in_sample"
+"rb_rear_mad_p02","rb_rear_mad_p05","RB","REVL",FALSE,,0.123000668503731,"held_out"
+"rb_rear_mad_p02","rb_rear_mad_p05","RB","SIML",FALSE,,200.886759314657,"held_out"
diff --git a/data-raw/logs/habitat_score_302/build_20261002_full.log b/data-raw/logs/habitat_score_302/build_20261002_full.log
new file mode 100644
index 00000000..cea42743
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/build_20261002_full.log
@@ -0,0 +1,204 @@
+08:46:47 base: default, 20 WSGs (focal REVL,ELKR,KOTR,UARL,MURR,UBTN,LHAF,PARS,KOTL,SIML,OKAN,KETL) into score302_default
+08:49:51 base KETL done in 3.1 min
+08:53:01 base LARL done in 3.1 min
+08:53:01 base LPCE: already persisted, skipped
+08:55:42 base OKAN done in 2.7 min
+08:59:49 base SIML done in 4.1 min
+09:04:47 base KOTL done in 4.9 min
+09:06:44 base LBTN done in 1.9 min
+09:09:33 base MURR done in 2.8 min
+09:11:47 base UARL done in 2.2 min
+09:11:47 base UPCE: already persisted, skipped
+09:13:43 base BULL done in 1.9 min
+09:13:43 base LHAF: already persisted, skipped
+09:17:09 base PCEA done in 3.4 min
+09:19:23 base REVL done in 2.2 min
+09:20:41 base UBTN done in 1.3 min
+Override validation: working_score302_elkr.pscis_fixes vs working_score302_elkr.crossings
+  Total overrides:  329
+  Valid (matched):  293
+  Orphans:          36  <-- not found in crossings
+  Duplicates:       0
+Updated 293 of 7306 rows (barrier_status)
+09:24:39 base ELKR done in 4.0 min
+09:26:00 base PARA done in 1.3 min
+09:28:58 base SMAR done in 3.0 min
+09:31:45 base KOTR done in 2.8 min
+Override validation: working_score302_pars.pscis_fixes vs working_score302_pars.crossings
+  Total overrides:  3
+  Valid (matched):  3
+  Orphans:          0
+  Duplicates:       0
+Updated 3 of 3961 rows (barrier_status)
+09:36:15 base PARS done in 4.5 min
+09:36:57 recompute REVL: streams_access unchanged
+09:37:44 recompute ELKR: streams_access unchanged
+09:38:18 recompute KOTR: streams_access unchanged
+09:38:59 recompute UARL: streams_access unchanged
+09:39:32 recompute MURR: streams_access unchanged
+09:39:42 recompute UBTN: streams_access unchanged
+09:40:03 recompute LHAF: streams_access unchanged
+09:41:11 recompute PARS: streams_access unchanged
+09:42:09 recompute KOTL: streams_access unchanged
+09:42:28 recompute SIML: streams_access unchanged
+09:43:04 recompute OKAN: streams_access unchanged
+09:43:29 recompute KETL: streams_access CHANGED
+There were 50 or more warnings (use warnings() to see the first 50)
+09:43:29 variant default into score302_default (REVL,ELKR,KOTR,UARL,MURR,UBTN,LHAF,PARS,KOTL,SIML,OKAN,KETL)
+09:43:59 variant default REVL done in 0.5 min (habitat 5d4e96a7)
+09:45:50 variant default ELKR done in 1.8 min (habitat f0efa1eb)
+09:46:48 variant default KOTR done in 1.0 min (habitat bd63e0e7)
+09:47:22 variant default UARL done in 0.6 min (habitat c57a77c8)
+09:48:40 variant default MURR done in 1.3 min (habitat fcd93bc9)
+09:49:12 variant default UBTN done in 0.5 min (habitat d2aa98fc)
+09:50:04 variant default LHAF done in 0.9 min (habitat c78deaba)
+09:52:08 variant default PARS done in 2.1 min (habitat 7ca7084c)
+09:53:51 variant default KOTL done in 1.7 min (habitat 1ddc4cc8)
+09:54:57 variant default SIML done in 1.1 min (habitat b9090b92)
+09:55:51 variant default OKAN done in 0.9 min (habitat b76b1223)
+09:56:57 variant default KETL done in 1.1 min (habitat 7a83e1e2)
+09:56:57 variant bt_rear_mad_p10 into score302_bt_rear_mad_p10 (REVL,ELKR,KOTR,UARL,MURR,UBTN,LHAF,PARS,KOTL)
+09:57:20 variant bt_rear_mad_p10 REVL done in 0.4 min (habitat 1b760c8c)
+09:58:16 variant bt_rear_mad_p10 ELKR done in 0.9 min (habitat 022ff5ca)
+09:58:53 variant bt_rear_mad_p10 KOTR done in 0.6 min (habitat 99ef96cd)
+09:59:17 variant bt_rear_mad_p10 UARL done in 0.4 min (habitat 0a52ac14)
+10:00:19 variant bt_rear_mad_p10 MURR done in 1.0 min (habitat 56fbf351)
+10:00:43 variant bt_rear_mad_p10 UBTN done in 0.4 min (habitat 4f05b7cc)
+10:01:26 variant bt_rear_mad_p10 LHAF done in 0.7 min (habitat f16f9494)
+10:03:04 variant bt_rear_mad_p10 PARS done in 1.6 min (habitat 76fca778)
+10:04:11 variant bt_rear_mad_p10 KOTL done in 1.1 min (habitat 3c965c3c)
+10:04:11 variant bt_rear_mad_p05 into score302_bt_rear_mad_p05 (REVL,ELKR,KOTR,UARL,MURR,UBTN,LHAF,PARS,KOTL)
+10:04:37 variant bt_rear_mad_p05 REVL done in 0.4 min (habitat e0b29fe9)
+10:05:43 variant bt_rear_mad_p05 ELKR done in 1.1 min (habitat f5978668)
+10:06:25 variant bt_rear_mad_p05 KOTR done in 0.7 min (habitat fc7e3f95)
+10:06:53 variant bt_rear_mad_p05 UARL done in 0.5 min (habitat 7a484932)
+10:08:00 variant bt_rear_mad_p05 MURR done in 1.1 min (habitat c358782b)
+10:08:24 variant bt_rear_mad_p05 UBTN done in 0.4 min (habitat f2d8081e)
+10:09:10 variant bt_rear_mad_p05 LHAF done in 0.8 min (habitat da96a90c)
+10:10:51 variant bt_rear_mad_p05 PARS done in 1.7 min (habitat e509969f)
+10:12:05 variant bt_rear_mad_p05 KOTL done in 1.2 min (habitat 138ec719)
+10:12:05 variant bt_rear_mad_p02 into score302_bt_rear_mad_p02 (REVL,ELKR,KOTR,UARL,MURR,UBTN,LHAF,PARS,KOTL)
+10:12:33 variant bt_rear_mad_p02 REVL done in 0.4 min (habitat 1b5168df)
+10:13:53 variant bt_rear_mad_p02 ELKR done in 1.3 min (habitat 66b437bf)
+10:14:40 variant bt_rear_mad_p02 KOTR done in 0.8 min (habitat cf9b96cc)
+10:15:09 variant bt_rear_mad_p02 UARL done in 0.5 min (habitat d05c45c7)
+10:16:22 variant bt_rear_mad_p02 MURR done in 1.2 min (habitat dfdb02f8)
+10:16:46 variant bt_rear_mad_p02 UBTN done in 0.4 min (habitat 4db816e9)
+10:17:35 variant bt_rear_mad_p02 LHAF done in 0.8 min (habitat 58f921a1)
+10:19:22 variant bt_rear_mad_p02 PARS done in 1.8 min (habitat 0c12e635)
+10:20:45 variant bt_rear_mad_p02 KOTL done in 1.4 min (habitat ab791338)
+10:20:45 variant bt_spawn_mad_p10 into score302_bt_spawn_mad_p10 (REVL,ELKR,KOTR,UARL,MURR,UBTN,LHAF,PARS,KOTL)
+10:21:10 variant bt_spawn_mad_p10 REVL done in 0.4 min (habitat 62b3858f)
+10:22:15 variant bt_spawn_mad_p10 ELKR done in 1.1 min (habitat 431ea915)
+10:22:57 variant bt_spawn_mad_p10 KOTR done in 0.7 min (habitat 5b5d309c)
+10:23:26 variant bt_spawn_mad_p10 UARL done in 0.5 min (habitat 96d62e0a)
+10:24:30 variant bt_spawn_mad_p10 MURR done in 1.1 min (habitat 91e38f6d)
+10:24:54 variant bt_spawn_mad_p10 UBTN done in 0.4 min (habitat 158f62b3)
+10:25:39 variant bt_spawn_mad_p10 LHAF done in 0.8 min (habitat 136aaebb)
+10:27:20 variant bt_spawn_mad_p10 PARS done in 1.7 min (habitat 4011945c)
+10:28:35 variant bt_spawn_mad_p10 KOTL done in 1.2 min (habitat 96d57d0a)
+10:28:35 variant bt_spawn_mad_p05 into score302_bt_spawn_mad_p05 (REVL,ELKR,KOTR,UARL,MURR,UBTN,LHAF,PARS,KOTL)
+10:29:00 variant bt_spawn_mad_p05 REVL done in 0.4 min (habitat e0b29fe9)
+10:30:07 variant bt_spawn_mad_p05 ELKR done in 1.1 min (habitat f5978668)
+10:30:50 variant bt_spawn_mad_p05 KOTR done in 0.7 min (habitat fc7e3f95)
+10:31:18 variant bt_spawn_mad_p05 UARL done in 0.5 min (habitat 7a484932)
+10:32:26 variant bt_spawn_mad_p05 MURR done in 1.1 min (habitat c358782b)
+10:32:51 variant bt_spawn_mad_p05 UBTN done in 0.4 min (habitat f2d8081e)
+10:33:35 variant bt_spawn_mad_p05 LHAF done in 0.7 min (habitat da96a90c)
+10:35:13 variant bt_spawn_mad_p05 PARS done in 1.6 min (habitat e509969f)
+10:36:26 variant bt_spawn_mad_p05 KOTL done in 1.2 min (habitat 138ec719)
+10:36:26 variant bt_spawn_mad_p02 into score302_bt_spawn_mad_p02 (REVL,ELKR,KOTR,UARL,MURR,UBTN,LHAF,PARS,KOTL)
+10:36:51 variant bt_spawn_mad_p02 REVL done in 0.4 min (habitat f13f7b0a)
+10:37:58 variant bt_spawn_mad_p02 ELKR done in 1.1 min (habitat ce061592)
+10:38:42 variant bt_spawn_mad_p02 KOTR done in 0.7 min (habitat 7951697e)
+10:39:10 variant bt_spawn_mad_p02 UARL done in 0.5 min (habitat 750d99f4)
+10:40:20 variant bt_spawn_mad_p02 MURR done in 1.2 min (habitat 07bd13cc)
+10:40:56 variant bt_spawn_mad_p02 UBTN done in 0.6 min (habitat 5a33e035)
+10:41:42 variant bt_spawn_mad_p02 LHAF done in 0.8 min (habitat 850f7eb1)
+10:43:25 variant bt_spawn_mad_p02 PARS done in 1.7 min (habitat deedde6c)
+10:44:40 variant bt_spawn_mad_p02 KOTL done in 1.2 min (habitat 818bb210)
+10:44:40 variant gr_rear_mad_p10 into score302_gr_rear_mad_p10 (MURR,UBTN,LHAF,PARS)
+10:44:54 variant gr_rear_mad_p10 MURR done in 0.2 min (habitat 0a52943f)
+10:45:00 variant gr_rear_mad_p10 UBTN done in 0.1 min (habitat c263b222)
+10:45:09 variant gr_rear_mad_p10 LHAF done in 0.2 min (habitat 1cc61aed)
+10:45:27 variant gr_rear_mad_p10 PARS done in 0.3 min (habitat 85f05553)
+10:45:27 variant gr_rear_mad_p05 into score302_gr_rear_mad_p05 (MURR,UBTN,LHAF,PARS)
+10:45:43 variant gr_rear_mad_p05 MURR done in 0.3 min (habitat 54fa76d4)
+10:45:50 variant gr_rear_mad_p05 UBTN done in 0.1 min (habitat 6545dcdc)
+10:46:01 variant gr_rear_mad_p05 LHAF done in 0.2 min (habitat bcc62bbc)
+10:46:25 variant gr_rear_mad_p05 PARS done in 0.4 min (habitat 95117b6c)
+10:46:25 variant gr_rear_mad_p02 into score302_gr_rear_mad_p02 (MURR,UBTN,LHAF,PARS)
+10:46:52 variant gr_rear_mad_p02 MURR done in 0.4 min (habitat 476bade9)
+10:47:12 variant gr_rear_mad_p02 UBTN done in 0.3 min (habitat 0aa2d103)
+10:47:29 variant gr_rear_mad_p02 LHAF done in 0.3 min (habitat 6282e584)
+10:48:20 variant gr_rear_mad_p02 PARS done in 0.8 min (habitat 78d380c2)
+10:48:20 variant gr_spawn_mad_p10 into score302_gr_spawn_mad_p10 (MURR,UBTN,LHAF,PARS)
+10:48:37 variant gr_spawn_mad_p10 MURR done in 0.3 min (habitat c5e82986)
+10:48:43 variant gr_spawn_mad_p10 UBTN done in 0.1 min (habitat ff2c6730)
+10:48:54 variant gr_spawn_mad_p10 LHAF done in 0.2 min (habitat 2c9f99e9)
+10:49:18 variant gr_spawn_mad_p10 PARS done in 0.4 min (habitat f8383c37)
+10:49:18 variant gr_spawn_mad_p05 into score302_gr_spawn_mad_p05 (MURR,UBTN,LHAF,PARS)
+10:49:33 variant gr_spawn_mad_p05 MURR done in 0.3 min (habitat 54fa76d4)
+10:49:40 variant gr_spawn_mad_p05 UBTN done in 0.1 min (habitat 6545dcdc)
+10:49:51 variant gr_spawn_mad_p05 LHAF done in 0.2 min (habitat bcc62bbc)
+10:50:15 variant gr_spawn_mad_p05 PARS done in 0.4 min (habitat 95117b6c)
+10:50:15 variant gr_spawn_mad_p02 into score302_gr_spawn_mad_p02 (MURR,UBTN,LHAF,PARS)
+10:50:31 variant gr_spawn_mad_p02 MURR done in 0.3 min (habitat ce9f42c3)
+10:50:41 variant gr_spawn_mad_p02 UBTN done in 0.2 min (habitat 05778017)
+10:50:52 variant gr_spawn_mad_p02 LHAF done in 0.2 min (habitat e64c523d)
+10:51:16 variant gr_spawn_mad_p02 PARS done in 0.4 min (habitat 8ad1d0dc)
+10:51:16 variant rb_rear_mad_p10 into score302_rb_rear_mad_p10 (REVL,ELKR,KOTR,PARS,KOTL,SIML,OKAN,KETL)
+10:51:28 variant rb_rear_mad_p10 REVL done in 0.2 min (habitat 5316d48c)
+10:51:54 variant rb_rear_mad_p10 ELKR done in 0.4 min (habitat b27a3901)
+10:52:10 variant rb_rear_mad_p10 KOTR done in 0.3 min (habitat 2317c1eb)
+10:52:49 variant rb_rear_mad_p10 PARS done in 0.6 min (habitat 2781814b)
+10:53:20 variant rb_rear_mad_p10 KOTL done in 0.5 min (habitat c23c89d0)
+10:53:51 variant rb_rear_mad_p10 SIML done in 0.5 min (habitat 7bbfb80a)
+10:54:10 variant rb_rear_mad_p10 OKAN done in 0.3 min (habitat bf8bbe61)
+10:54:43 variant rb_rear_mad_p10 KETL done in 0.5 min (habitat e1e0a930)
+10:54:43 variant rb_rear_mad_p05 into score302_rb_rear_mad_p05 (REVL,ELKR,KOTR,PARS,KOTL,SIML,OKAN,KETL)
+10:54:54 variant rb_rear_mad_p05 REVL done in 0.2 min (habitat 780835a8)
+10:55:20 variant rb_rear_mad_p05 ELKR done in 0.4 min (habitat e8f2ceab)
+10:55:37 variant rb_rear_mad_p05 KOTR done in 0.3 min (habitat 3163138f)
+10:56:17 variant rb_rear_mad_p05 PARS done in 0.7 min (habitat 538cbc25)
+10:56:49 variant rb_rear_mad_p05 KOTL done in 0.5 min (habitat 9730bf42)
+10:57:19 variant rb_rear_mad_p05 SIML done in 0.5 min (habitat efb6cd3a)
+10:57:39 variant rb_rear_mad_p05 OKAN done in 0.3 min (habitat 8967240f)
+10:58:11 variant rb_rear_mad_p05 KETL done in 0.5 min (habitat c6cc25ba)
+10:58:11 variant rb_rear_mad_p02 into score302_rb_rear_mad_p02 (REVL,ELKR,KOTR,PARS,KOTL,SIML,OKAN,KETL)
+10:58:22 variant rb_rear_mad_p02 REVL done in 0.2 min (habitat 42b29b28)
+10:58:48 variant rb_rear_mad_p02 ELKR done in 0.4 min (habitat 32a5eeb3)
+10:59:05 variant rb_rear_mad_p02 KOTR done in 0.3 min (habitat 416ecfa9)
+10:59:45 variant rb_rear_mad_p02 PARS done in 0.7 min (habitat c35be888)
+11:00:17 variant rb_rear_mad_p02 KOTL done in 0.5 min (habitat 40e03e8c)
+11:00:48 variant rb_rear_mad_p02 SIML done in 0.5 min (habitat 622162f4)
+11:01:06 variant rb_rear_mad_p02 OKAN done in 0.3 min (habitat 33b46efb)
+11:01:38 variant rb_rear_mad_p02 KETL done in 0.5 min (habitat 0e3f2dcc)
+11:01:38 variant rb_spawn_mad_p10 into score302_rb_spawn_mad_p10 (REVL,ELKR,KOTR,PARS,KOTL,SIML,OKAN,KETL)
+11:01:49 variant rb_spawn_mad_p10 REVL done in 0.2 min (habitat 47cbc241)
+11:02:15 variant rb_spawn_mad_p10 ELKR done in 0.4 min (habitat 1748cf9a)
+11:02:31 variant rb_spawn_mad_p10 KOTR done in 0.3 min (habitat 78c74929)
+11:03:13 variant rb_spawn_mad_p10 PARS done in 0.7 min (habitat dde6adb8)
+11:03:46 variant rb_spawn_mad_p10 KOTL done in 0.5 min (habitat 1afe90a9)
+11:04:17 variant rb_spawn_mad_p10 SIML done in 0.5 min (habitat 5911ef33)
+11:04:35 variant rb_spawn_mad_p10 OKAN done in 0.3 min (habitat b5e9b60c)
+11:05:09 variant rb_spawn_mad_p10 KETL done in 0.5 min (habitat 6257d200)
+11:05:09 variant rb_spawn_mad_p05 into score302_rb_spawn_mad_p05 (REVL,ELKR,KOTR,PARS,KOTL,SIML,OKAN,KETL)
+11:05:20 variant rb_spawn_mad_p05 REVL done in 0.2 min (habitat 780835a8)
+11:05:45 variant rb_spawn_mad_p05 ELKR done in 0.4 min (habitat e8f2ceab)
+11:06:02 variant rb_spawn_mad_p05 KOTR done in 0.3 min (habitat 3163138f)
+11:06:40 variant rb_spawn_mad_p05 PARS done in 0.6 min (habitat 538cbc25)
+11:07:11 variant rb_spawn_mad_p05 KOTL done in 0.5 min (habitat 9730bf42)
+11:07:42 variant rb_spawn_mad_p05 SIML done in 0.5 min (habitat efb6cd3a)
+11:08:00 variant rb_spawn_mad_p05 OKAN done in 0.3 min (habitat 8967240f)
+11:08:33 variant rb_spawn_mad_p05 KETL done in 0.5 min (habitat c6cc25ba)
+11:08:34 variant rb_spawn_mad_p02 into score302_rb_spawn_mad_p02 (REVL,ELKR,KOTR,PARS,KOTL,SIML,OKAN,KETL)
+11:08:45 variant rb_spawn_mad_p02 REVL done in 0.2 min (habitat a010b7c3)
+11:09:11 variant rb_spawn_mad_p02 ELKR done in 0.4 min (habitat 426a34d5)
+11:09:28 variant rb_spawn_mad_p02 KOTR done in 0.3 min (habitat 3ea83415)
+11:10:08 variant rb_spawn_mad_p02 PARS done in 0.7 min (habitat af222d7c)
+11:10:40 variant rb_spawn_mad_p02 KOTL done in 0.5 min (habitat 74f63225)
+11:11:10 variant rb_spawn_mad_p02 SIML done in 0.5 min (habitat d022813e)
+11:11:29 variant rb_spawn_mad_p02 OKAN done in 0.3 min (habitat 9cf8f8be)
+11:12:03 variant rb_spawn_mad_p02 KETL done in 0.6 min (habitat f58f5b58)
+11:12:04 build all done in 145.3 min
diff --git a/data-raw/logs/habitat_score_302/build_20261002_preflight_lhaf.log b/data-raw/logs/habitat_score_302/build_20261002_preflight_lhaf.log
new file mode 100644
index 00000000..e57aef60
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/build_20261002_preflight_lhaf.log
@@ -0,0 +1,39 @@
+08:33:39 base: default, 3 WSGs (focal LHAF) into score302_default
+08:35:18 base LPCE done in 1.6 min
+08:37:18 base UPCE done in 2.0 min
+08:39:31 base LHAF done in 2.2 min
+08:39:43 recompute LHAF: streams_access unchanged
+There were 30 warnings (use warnings() to see them)
+08:39:43 variant default into score302_default (LHAF)
+08:40:35 variant default LHAF done in 0.9 min (habitat c78deaba)
+08:40:35 variant bt_rear_mad_p10 into score302_bt_rear_mad_p10 (LHAF)
+08:41:22 variant bt_rear_mad_p10 LHAF done in 0.8 min (habitat f16f9494)
+08:41:22 variant bt_rear_mad_p05 into score302_bt_rear_mad_p05 (LHAF)
+08:42:04 variant bt_rear_mad_p05 LHAF done in 0.7 min (habitat da96a90c)
+08:42:04 variant bt_rear_mad_p02 into score302_bt_rear_mad_p02 (LHAF)
+08:42:51 variant bt_rear_mad_p02 LHAF done in 0.8 min (habitat 58f921a1)
+08:42:51 variant bt_spawn_mad_p10 into score302_bt_spawn_mad_p10 (LHAF)
+08:43:35 variant bt_spawn_mad_p10 LHAF done in 0.7 min (habitat 136aaebb)
+08:43:35 variant bt_spawn_mad_p05 into score302_bt_spawn_mad_p05 (LHAF)
+08:44:21 variant bt_spawn_mad_p05 LHAF done in 0.8 min (habitat da96a90c)
+08:44:21 variant bt_spawn_mad_p02 into score302_bt_spawn_mad_p02 (LHAF)
+08:45:04 variant bt_spawn_mad_p02 LHAF done in 0.7 min (habitat 850f7eb1)
+08:45:04 variant gr_rear_mad_p10 into score302_gr_rear_mad_p10 (LHAF)
+08:45:13 variant gr_rear_mad_p10 LHAF done in 0.1 min (habitat 1cc61aed)
+08:45:13 variant gr_rear_mad_p05 into score302_gr_rear_mad_p05 (LHAF)
+08:45:24 variant gr_rear_mad_p05 LHAF done in 0.2 min (habitat bcc62bbc)
+08:45:24 variant gr_rear_mad_p02 into score302_gr_rear_mad_p02 (LHAF)
+08:45:43 variant gr_rear_mad_p02 LHAF done in 0.3 min (habitat 6282e584)
+08:45:43 variant gr_spawn_mad_p10 into score302_gr_spawn_mad_p10 (LHAF)
+08:45:54 variant gr_spawn_mad_p10 LHAF done in 0.2 min (habitat 2c9f99e9)
+08:45:54 variant gr_spawn_mad_p05 into score302_gr_spawn_mad_p05 (LHAF)
+08:46:05 variant gr_spawn_mad_p05 LHAF done in 0.2 min (habitat bcc62bbc)
+08:46:05 variant gr_spawn_mad_p02 into score302_gr_spawn_mad_p02 (LHAF)
+08:46:16 variant gr_spawn_mad_p02 LHAF done in 0.2 min (habitat e64c523d)
+08:46:16 variant rb_rear_mad_p10 into score302_rb_rear_mad_p10 ()
+08:46:16 variant rb_rear_mad_p05 into score302_rb_rear_mad_p05 ()
+08:46:17 variant rb_rear_mad_p02 into score302_rb_rear_mad_p02 ()
+08:46:17 variant rb_spawn_mad_p10 into score302_rb_spawn_mad_p10 ()
+08:46:17 variant rb_spawn_mad_p05 into score302_rb_spawn_mad_p05 ()
+08:46:18 variant rb_spawn_mad_p02 into score302_rb_spawn_mad_p02 ()
+08:46:18 build all done in 12.7 min
diff --git a/data-raw/logs/habitat_score_302/built.csv b/data-raw/logs/habitat_score_302/built.csv
new file mode 100644
index 00000000..776515d8
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/built.csv
@@ -0,0 +1,139 @@
+"variant","watershed_group_code","schema","thresholds_sha256","method_sha256","link_head","dirty","built_at"
+"default","REVL","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:43:59 PDT"
+"default","ELKR","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:45:50 PDT"
+"default","KOTR","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:46:48 PDT"
+"default","UARL","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:47:22 PDT"
+"default","MURR","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:48:40 PDT"
+"default","UBTN","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:49:12 PDT"
+"default","LHAF","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:50:04 PDT"
+"default","PARS","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:52:08 PDT"
+"default","KOTL","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:53:51 PDT"
+"default","SIML","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:54:57 PDT"
+"default","OKAN","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:55:51 PDT"
+"default","KETL","score302_default","7b904a18c29c724737ff24a27750bf05d7bfa281aa4fc1f7ac27c00238db042d","9802bb71bdd7f7d296e917d138567f096a69dab12dbc7c0f331e55206e5f6a0a","c2fed37","FALSE","2026-10-02 09:56:57 PDT"
+"bt_rear_mad_p10","REVL","score302_bt_rear_mad_p10","5edb649ad09e35f3c53aab4e643a62133a642a99a37184145300589ddb5b5e16","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 09:57:20 PDT"
+"bt_rear_mad_p10","ELKR","score302_bt_rear_mad_p10","5edb649ad09e35f3c53aab4e643a62133a642a99a37184145300589ddb5b5e16","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 09:58:16 PDT"
+"bt_rear_mad_p10","KOTR","score302_bt_rear_mad_p10","5edb649ad09e35f3c53aab4e643a62133a642a99a37184145300589ddb5b5e16","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 09:58:53 PDT"
+"bt_rear_mad_p10","UARL","score302_bt_rear_mad_p10","5edb649ad09e35f3c53aab4e643a62133a642a99a37184145300589ddb5b5e16","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 09:59:17 PDT"
+"bt_rear_mad_p10","MURR","score302_bt_rear_mad_p10","5edb649ad09e35f3c53aab4e643a62133a642a99a37184145300589ddb5b5e16","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 10:00:19 PDT"
+"bt_rear_mad_p10","UBTN","score302_bt_rear_mad_p10","5edb649ad09e35f3c53aab4e643a62133a642a99a37184145300589ddb5b5e16","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 10:00:43 PDT"
+"bt_rear_mad_p10","LHAF","score302_bt_rear_mad_p10","5edb649ad09e35f3c53aab4e643a62133a642a99a37184145300589ddb5b5e16","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 10:01:26 PDT"
+"bt_rear_mad_p10","PARS","score302_bt_rear_mad_p10","5edb649ad09e35f3c53aab4e643a62133a642a99a37184145300589ddb5b5e16","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 10:03:04 PDT"
+"bt_rear_mad_p10","KOTL","score302_bt_rear_mad_p10","5edb649ad09e35f3c53aab4e643a62133a642a99a37184145300589ddb5b5e16","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 10:04:11 PDT"
+"bt_rear_mad_p05","REVL","score302_bt_rear_mad_p05","6596c8fd33e1f2cc7878c3360ef3a6366535360122d920cfb9b476f31878ba7b","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 10:04:37 PDT"
+"bt_rear_mad_p05","ELKR","score302_bt_rear_mad_p05","6596c8fd33e1f2cc7878c3360ef3a6366535360122d920cfb9b476f31878ba7b","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 10:05:43 PDT"
+"bt_rear_mad_p05","KOTR","score302_bt_rear_mad_p05","6596c8fd33e1f2cc7878c3360ef3a6366535360122d920cfb9b476f31878ba7b","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 10:06:25 PDT"
+"bt_rear_mad_p05","UARL","score302_bt_rear_mad_p05","6596c8fd33e1f2cc7878c3360ef3a6366535360122d920cfb9b476f31878ba7b","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 10:06:53 PDT"
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+"bt_rear_mad_p02","PARS","score302_bt_rear_mad_p02","ecfb429ec6136e1c9deec6693a5514964608e303a0b00729c978ef169c7aaa4a","372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81","c2fed37","FALSE","2026-10-02 10:19:22 PDT"
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+"gr_spawn_mad_p05","LHAF","score302_gr_spawn_mad_p05","70c8fc91b06cbe889e8900b6b050b96b94f0b81b1a51b67870f1fe6233808006","7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f","c2fed37","FALSE","2026-10-02 10:49:51 PDT"
+"gr_spawn_mad_p05","PARS","score302_gr_spawn_mad_p05","70c8fc91b06cbe889e8900b6b050b96b94f0b81b1a51b67870f1fe6233808006","7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f","c2fed37","FALSE","2026-10-02 10:50:15 PDT"
+"gr_spawn_mad_p02","MURR","score302_gr_spawn_mad_p02","2b9aed5cd157cd0158eda573d821f0aa130dce251b10cce2ef1ea009caffd8e5","7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f","c2fed37","FALSE","2026-10-02 10:50:31 PDT"
+"gr_spawn_mad_p02","UBTN","score302_gr_spawn_mad_p02","2b9aed5cd157cd0158eda573d821f0aa130dce251b10cce2ef1ea009caffd8e5","7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f","c2fed37","FALSE","2026-10-02 10:50:41 PDT"
+"gr_spawn_mad_p02","LHAF","score302_gr_spawn_mad_p02","2b9aed5cd157cd0158eda573d821f0aa130dce251b10cce2ef1ea009caffd8e5","7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f","c2fed37","FALSE","2026-10-02 10:50:52 PDT"
+"gr_spawn_mad_p02","PARS","score302_gr_spawn_mad_p02","2b9aed5cd157cd0158eda573d821f0aa130dce251b10cce2ef1ea009caffd8e5","7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f","c2fed37","FALSE","2026-10-02 10:51:16 PDT"
+"rb_rear_mad_p10","REVL","score302_rb_rear_mad_p10","7760f013a6196d17d23f59fe69f48bfde7e87791e14ee8bec45b5730d5596895","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:51:28 PDT"
+"rb_rear_mad_p10","ELKR","score302_rb_rear_mad_p10","7760f013a6196d17d23f59fe69f48bfde7e87791e14ee8bec45b5730d5596895","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:51:54 PDT"
+"rb_rear_mad_p10","KOTR","score302_rb_rear_mad_p10","7760f013a6196d17d23f59fe69f48bfde7e87791e14ee8bec45b5730d5596895","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:52:10 PDT"
+"rb_rear_mad_p10","PARS","score302_rb_rear_mad_p10","7760f013a6196d17d23f59fe69f48bfde7e87791e14ee8bec45b5730d5596895","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:52:49 PDT"
+"rb_rear_mad_p10","KOTL","score302_rb_rear_mad_p10","7760f013a6196d17d23f59fe69f48bfde7e87791e14ee8bec45b5730d5596895","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:53:20 PDT"
+"rb_rear_mad_p10","SIML","score302_rb_rear_mad_p10","7760f013a6196d17d23f59fe69f48bfde7e87791e14ee8bec45b5730d5596895","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:53:51 PDT"
+"rb_rear_mad_p10","OKAN","score302_rb_rear_mad_p10","7760f013a6196d17d23f59fe69f48bfde7e87791e14ee8bec45b5730d5596895","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:54:10 PDT"
+"rb_rear_mad_p10","KETL","score302_rb_rear_mad_p10","7760f013a6196d17d23f59fe69f48bfde7e87791e14ee8bec45b5730d5596895","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:54:43 PDT"
+"rb_rear_mad_p05","REVL","score302_rb_rear_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:54:54 PDT"
+"rb_rear_mad_p05","ELKR","score302_rb_rear_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:55:20 PDT"
+"rb_rear_mad_p05","KOTR","score302_rb_rear_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:55:37 PDT"
+"rb_rear_mad_p05","PARS","score302_rb_rear_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:56:17 PDT"
+"rb_rear_mad_p05","KOTL","score302_rb_rear_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:56:49 PDT"
+"rb_rear_mad_p05","SIML","score302_rb_rear_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:57:19 PDT"
+"rb_rear_mad_p05","OKAN","score302_rb_rear_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:57:39 PDT"
+"rb_rear_mad_p05","KETL","score302_rb_rear_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:58:11 PDT"
+"rb_rear_mad_p02","REVL","score302_rb_rear_mad_p02","1b776fe00e92037d88d0ae062817812c42cac5f7d507e804a72d90d9bcef79d1","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:58:22 PDT"
+"rb_rear_mad_p02","ELKR","score302_rb_rear_mad_p02","1b776fe00e92037d88d0ae062817812c42cac5f7d507e804a72d90d9bcef79d1","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:58:48 PDT"
+"rb_rear_mad_p02","KOTR","score302_rb_rear_mad_p02","1b776fe00e92037d88d0ae062817812c42cac5f7d507e804a72d90d9bcef79d1","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:59:05 PDT"
+"rb_rear_mad_p02","PARS","score302_rb_rear_mad_p02","1b776fe00e92037d88d0ae062817812c42cac5f7d507e804a72d90d9bcef79d1","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 10:59:45 PDT"
+"rb_rear_mad_p02","KOTL","score302_rb_rear_mad_p02","1b776fe00e92037d88d0ae062817812c42cac5f7d507e804a72d90d9bcef79d1","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:00:17 PDT"
+"rb_rear_mad_p02","SIML","score302_rb_rear_mad_p02","1b776fe00e92037d88d0ae062817812c42cac5f7d507e804a72d90d9bcef79d1","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:00:48 PDT"
+"rb_rear_mad_p02","OKAN","score302_rb_rear_mad_p02","1b776fe00e92037d88d0ae062817812c42cac5f7d507e804a72d90d9bcef79d1","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:01:06 PDT"
+"rb_rear_mad_p02","KETL","score302_rb_rear_mad_p02","1b776fe00e92037d88d0ae062817812c42cac5f7d507e804a72d90d9bcef79d1","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:01:38 PDT"
+"rb_spawn_mad_p10","REVL","score302_rb_spawn_mad_p10","489c09386d56919ce9b53952b4cf8e413f94156c423c8fd5132c977523fb498b","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:01:49 PDT"
+"rb_spawn_mad_p10","ELKR","score302_rb_spawn_mad_p10","489c09386d56919ce9b53952b4cf8e413f94156c423c8fd5132c977523fb498b","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:02:15 PDT"
+"rb_spawn_mad_p10","KOTR","score302_rb_spawn_mad_p10","489c09386d56919ce9b53952b4cf8e413f94156c423c8fd5132c977523fb498b","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:02:31 PDT"
+"rb_spawn_mad_p10","PARS","score302_rb_spawn_mad_p10","489c09386d56919ce9b53952b4cf8e413f94156c423c8fd5132c977523fb498b","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:03:13 PDT"
+"rb_spawn_mad_p10","KOTL","score302_rb_spawn_mad_p10","489c09386d56919ce9b53952b4cf8e413f94156c423c8fd5132c977523fb498b","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:03:46 PDT"
+"rb_spawn_mad_p10","SIML","score302_rb_spawn_mad_p10","489c09386d56919ce9b53952b4cf8e413f94156c423c8fd5132c977523fb498b","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:04:17 PDT"
+"rb_spawn_mad_p10","OKAN","score302_rb_spawn_mad_p10","489c09386d56919ce9b53952b4cf8e413f94156c423c8fd5132c977523fb498b","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:04:35 PDT"
+"rb_spawn_mad_p10","KETL","score302_rb_spawn_mad_p10","489c09386d56919ce9b53952b4cf8e413f94156c423c8fd5132c977523fb498b","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:05:09 PDT"
+"rb_spawn_mad_p05","REVL","score302_rb_spawn_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:05:20 PDT"
+"rb_spawn_mad_p05","ELKR","score302_rb_spawn_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:05:45 PDT"
+"rb_spawn_mad_p05","KOTR","score302_rb_spawn_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:06:02 PDT"
+"rb_spawn_mad_p05","PARS","score302_rb_spawn_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:06:40 PDT"
+"rb_spawn_mad_p05","KOTL","score302_rb_spawn_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:07:11 PDT"
+"rb_spawn_mad_p05","SIML","score302_rb_spawn_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:07:42 PDT"
+"rb_spawn_mad_p05","OKAN","score302_rb_spawn_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:08:00 PDT"
+"rb_spawn_mad_p05","KETL","score302_rb_spawn_mad_p05","529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:08:33 PDT"
+"rb_spawn_mad_p02","REVL","score302_rb_spawn_mad_p02","42131b3a3d19ed088a0dc0340972d9d04023efacbd6553b056e54e4d15503014","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:08:45 PDT"
+"rb_spawn_mad_p02","ELKR","score302_rb_spawn_mad_p02","42131b3a3d19ed088a0dc0340972d9d04023efacbd6553b056e54e4d15503014","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:09:11 PDT"
+"rb_spawn_mad_p02","KOTR","score302_rb_spawn_mad_p02","42131b3a3d19ed088a0dc0340972d9d04023efacbd6553b056e54e4d15503014","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:09:28 PDT"
+"rb_spawn_mad_p02","PARS","score302_rb_spawn_mad_p02","42131b3a3d19ed088a0dc0340972d9d04023efacbd6553b056e54e4d15503014","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:10:08 PDT"
+"rb_spawn_mad_p02","KOTL","score302_rb_spawn_mad_p02","42131b3a3d19ed088a0dc0340972d9d04023efacbd6553b056e54e4d15503014","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:10:40 PDT"
+"rb_spawn_mad_p02","SIML","score302_rb_spawn_mad_p02","42131b3a3d19ed088a0dc0340972d9d04023efacbd6553b056e54e4d15503014","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:11:10 PDT"
+"rb_spawn_mad_p02","OKAN","score302_rb_spawn_mad_p02","42131b3a3d19ed088a0dc0340972d9d04023efacbd6553b056e54e4d15503014","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:11:29 PDT"
+"rb_spawn_mad_p02","KETL","score302_rb_spawn_mad_p02","42131b3a3d19ed088a0dc0340972d9d04023efacbd6553b056e54e4d15503014","e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785","c2fed37","FALSE","2026-10-02 11:12:03 PDT"
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p02/config.yaml b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p02/config.yaml
new file mode 100644
index 00000000..7dae6bff
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p02/config.yaml
@@ -0,0 +1,19 @@
+name: bt_rear_mad_p02
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with BT rear_mad_min = 0.0085,
+  rear_mad_max = 9999, spawn_mad_min = 0.027, spawn_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_bt_rear_mad_p02
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_rear_mad_p02)
+    checksum: sha256:ecfb429ec6136e1c9deec6693a5514964608e303a0b00729c978ef169c7aaa4a
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_rear_mad_p02)
+    checksum: sha256:372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p02/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p02/parameters_habitat_method.csv
new file mode 100644
index 00000000..0bc50632
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p02/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,mad
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p02/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p02/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..45eef04e
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p02/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,0.027,9999,0.1049,1.5,9999,0.0085,9999,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p05/config.yaml b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p05/config.yaml
new file mode 100644
index 00000000..1ed21294
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p05/config.yaml
@@ -0,0 +1,19 @@
+name: bt_rear_mad_p05
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with BT rear_mad_min = 0.027,
+  rear_mad_max = 9999, spawn_mad_min = 0.027, spawn_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_bt_rear_mad_p05
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_rear_mad_p05)
+    checksum: sha256:6596c8fd33e1f2cc7878c3360ef3a6366535360122d920cfb9b476f31878ba7b
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_rear_mad_p05)
+    checksum: sha256:372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p05/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p05/parameters_habitat_method.csv
new file mode 100644
index 00000000..0bc50632
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p05/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,mad
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p05/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p05/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..48fbe2ae
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p05/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,0.027,9999,0.1049,1.5,9999,0.027,9999,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p10/config.yaml b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p10/config.yaml
new file mode 100644
index 00000000..d206ecb2
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p10/config.yaml
@@ -0,0 +1,19 @@
+name: bt_rear_mad_p10
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with BT rear_mad_min = 0.078,
+  rear_mad_max = 9999, spawn_mad_min = 0.027, spawn_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_bt_rear_mad_p10
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_rear_mad_p10)
+    checksum: sha256:5edb649ad09e35f3c53aab4e643a62133a642a99a37184145300589ddb5b5e16
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_rear_mad_p10)
+    checksum: sha256:372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p10/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p10/parameters_habitat_method.csv
new file mode 100644
index 00000000..0bc50632
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p10/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,mad
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p10/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p10/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..2bb6e021
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_rear_mad_p10/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,0.027,9999,0.1049,1.5,9999,0.078,9999,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p02/config.yaml b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p02/config.yaml
new file mode 100644
index 00000000..8a9da0ec
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p02/config.yaml
@@ -0,0 +1,19 @@
+name: bt_spawn_mad_p02
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with BT spawn_mad_min = 0.0085,
+  spawn_mad_max = 9999, rear_mad_min = 0.027, rear_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_bt_spawn_mad_p02
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_spawn_mad_p02)
+    checksum: sha256:5f89ccebed36fa8aa873c69834cb49cd794f1e632c85f2c5ed985b130a453a66
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_spawn_mad_p02)
+    checksum: sha256:372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p02/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p02/parameters_habitat_method.csv
new file mode 100644
index 00000000..0bc50632
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p02/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,mad
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p02/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p02/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..39d93e02
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p02/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,0.0085,9999,0.1049,1.5,9999,0.027,9999,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p05/config.yaml b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p05/config.yaml
new file mode 100644
index 00000000..93fd5fea
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p05/config.yaml
@@ -0,0 +1,19 @@
+name: bt_spawn_mad_p05
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with BT spawn_mad_min = 0.027,
+  spawn_mad_max = 9999, rear_mad_min = 0.027, rear_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_bt_spawn_mad_p05
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_spawn_mad_p05)
+    checksum: sha256:6596c8fd33e1f2cc7878c3360ef3a6366535360122d920cfb9b476f31878ba7b
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_spawn_mad_p05)
+    checksum: sha256:372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p05/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p05/parameters_habitat_method.csv
new file mode 100644
index 00000000..0bc50632
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p05/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,mad
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p05/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p05/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..48fbe2ae
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p05/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,0.027,9999,0.1049,1.5,9999,0.027,9999,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p10/config.yaml b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p10/config.yaml
new file mode 100644
index 00000000..3db70b60
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p10/config.yaml
@@ -0,0 +1,19 @@
+name: bt_spawn_mad_p10
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with BT spawn_mad_min = 0.078,
+  spawn_mad_max = 9999, rear_mad_min = 0.027, rear_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_bt_spawn_mad_p10
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_spawn_mad_p10)
+    checksum: sha256:ba9076accd457742fa165760b8c0a377b5a4e2d64728d6cd966945c9a2bf97d0
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row bt_spawn_mad_p10)
+    checksum: sha256:372063be5791c1a41d8bbb4f78ea31173dbfb40f8d45f99e9eb5df8ff726cd81
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p10/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p10/parameters_habitat_method.csv
new file mode 100644
index 00000000..0bc50632
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p10/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,mad
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p10/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p10/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..5c45528d
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/bt_spawn_mad_p10/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,0.078,9999,0.1049,1.5,9999,0.027,9999,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p02/config.yaml b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p02/config.yaml
new file mode 100644
index 00000000..3612eac3
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p02/config.yaml
@@ -0,0 +1,19 @@
+name: gr_rear_mad_p02
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with GR rear_mad_min = 0.0026,
+  rear_mad_max = 9999, spawn_mad_min = 0.095, spawn_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_gr_rear_mad_p02
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_rear_mad_p02)
+    checksum: sha256:346d5023f95ec7c58c5bcb965e66b54c324596dc4b27e00420319aa87c3fb9eb
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_rear_mad_p02)
+    checksum: sha256:7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p02/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p02/parameters_habitat_method.csv
new file mode 100644
index 00000000..240761cf
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p02/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,cw
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,cw
+KOTR,cw
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,cw
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p02/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p02/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..4da0e76c
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p02/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,0.095,9999,0.0349,1.5,9999,0.0026,9999,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p05/config.yaml b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p05/config.yaml
new file mode 100644
index 00000000..6ae7628f
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p05/config.yaml
@@ -0,0 +1,19 @@
+name: gr_rear_mad_p05
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with GR rear_mad_min = 0.095,
+  rear_mad_max = 9999, spawn_mad_min = 0.095, spawn_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_gr_rear_mad_p05
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_rear_mad_p05)
+    checksum: sha256:70c8fc91b06cbe889e8900b6b050b96b94f0b81b1a51b67870f1fe6233808006
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_rear_mad_p05)
+    checksum: sha256:7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p05/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p05/parameters_habitat_method.csv
new file mode 100644
index 00000000..240761cf
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p05/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,cw
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,cw
+KOTR,cw
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,cw
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p05/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p05/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..297e654e
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p05/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,0.095,9999,0.0349,1.5,9999,0.095,9999,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p10/config.yaml b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p10/config.yaml
new file mode 100644
index 00000000..e43aede8
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p10/config.yaml
@@ -0,0 +1,19 @@
+name: gr_rear_mad_p10
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with GR rear_mad_min = 0.97, rear_mad_max
+  = 9999, spawn_mad_min = 0.095, spawn_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_gr_rear_mad_p10
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_rear_mad_p10)
+    checksum: sha256:51159162d8080727d076fab3fd0f11705859de74baeb544f9ff302d6ed67dc81
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_rear_mad_p10)
+    checksum: sha256:7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p10/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p10/parameters_habitat_method.csv
new file mode 100644
index 00000000..240761cf
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p10/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,cw
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,cw
+KOTR,cw
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,cw
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p10/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p10/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..a4d1ccef
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_rear_mad_p10/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,0.095,9999,0.0349,1.5,9999,0.97,9999,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p02/config.yaml b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p02/config.yaml
new file mode 100644
index 00000000..54838a77
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p02/config.yaml
@@ -0,0 +1,19 @@
+name: gr_spawn_mad_p02
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with GR spawn_mad_min = 0.0025,
+  spawn_mad_max = 9999, rear_mad_min = 0.095, rear_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_gr_spawn_mad_p02
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_spawn_mad_p02)
+    checksum: sha256:2b9aed5cd157cd0158eda573d821f0aa130dce251b10cce2ef1ea009caffd8e5
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_spawn_mad_p02)
+    checksum: sha256:7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p02/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p02/parameters_habitat_method.csv
new file mode 100644
index 00000000..240761cf
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p02/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,cw
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,cw
+KOTR,cw
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,cw
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p02/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p02/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..2cd3606c
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p02/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,0.0025,9999,0.0349,1.5,9999,0.095,9999,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p05/config.yaml b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p05/config.yaml
new file mode 100644
index 00000000..fb196060
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p05/config.yaml
@@ -0,0 +1,19 @@
+name: gr_spawn_mad_p05
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with GR spawn_mad_min = 0.095,
+  spawn_mad_max = 9999, rear_mad_min = 0.095, rear_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_gr_spawn_mad_p05
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_spawn_mad_p05)
+    checksum: sha256:70c8fc91b06cbe889e8900b6b050b96b94f0b81b1a51b67870f1fe6233808006
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_spawn_mad_p05)
+    checksum: sha256:7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p05/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p05/parameters_habitat_method.csv
new file mode 100644
index 00000000..240761cf
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p05/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,cw
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,cw
+KOTR,cw
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,cw
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p05/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p05/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..297e654e
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p05/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,0.095,9999,0.0349,1.5,9999,0.095,9999,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p10/config.yaml b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p10/config.yaml
new file mode 100644
index 00000000..2a0667bf
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p10/config.yaml
@@ -0,0 +1,19 @@
+name: gr_spawn_mad_p10
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with GR spawn_mad_min = 0.96,
+  spawn_mad_max = 9999, rear_mad_min = 0.095, rear_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_gr_spawn_mad_p10
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_spawn_mad_p10)
+    checksum: sha256:c5ea280e19dc40ee160c0abc4ac986cd4c43264c1ebd294fa5141ebd0f9a7c38
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row gr_spawn_mad_p10)
+    checksum: sha256:7054e6a8a79681c3e97a2c07616941e40db5a88033707451bb9c2322f540ec0f
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p10/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p10/parameters_habitat_method.csv
new file mode 100644
index 00000000..240761cf
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p10/parameters_habitat_method.csv
@@ -0,0 +1,192 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,cw
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,cw
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,cw
+KOTR,cw
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LHAF,mad
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURR,mad
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,cw
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,cw
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,cw
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UBTN,mad
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p10/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p10/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..d881c0fa
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/gr_spawn_mad_p10/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,0.96,9999,0.0349,1.5,9999,0.095,9999,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p02/config.yaml b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p02/config.yaml
new file mode 100644
index 00000000..92fa5f2e
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p02/config.yaml
@@ -0,0 +1,19 @@
+name: rb_rear_mad_p02
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with RB rear_mad_min = 0.0048,
+  rear_mad_max = 9999, spawn_mad_min = 0.011, spawn_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_rb_rear_mad_p02
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_rear_mad_p02)
+    checksum: sha256:1b776fe00e92037d88d0ae062817812c42cac5f7d507e804a72d90d9bcef79d1
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_rear_mad_p02)
+    checksum: sha256:e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p02/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p02/parameters_habitat_method.csv
new file mode 100644
index 00000000..5fdb5168
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p02/parameters_habitat_method.csv
@@ -0,0 +1,189 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,mad
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,mad
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,mad
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p02/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p02/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..54827363
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p02/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,0.011,9999,0.0849,1.5,9999,0.0048,9999,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p05/config.yaml b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p05/config.yaml
new file mode 100644
index 00000000..062bbec9
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p05/config.yaml
@@ -0,0 +1,19 @@
+name: rb_rear_mad_p05
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with RB rear_mad_min = 0.0094,
+  rear_mad_max = 9999, spawn_mad_min = 0.011, spawn_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_rb_rear_mad_p05
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_rear_mad_p05)
+    checksum: sha256:529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_rear_mad_p05)
+    checksum: sha256:e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p05/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p05/parameters_habitat_method.csv
new file mode 100644
index 00000000..5fdb5168
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p05/parameters_habitat_method.csv
@@ -0,0 +1,189 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,mad
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,mad
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,mad
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p05/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p05/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..6a2498df
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p05/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,0.011,9999,0.0849,1.5,9999,0.0094,9999,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p10/config.yaml b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p10/config.yaml
new file mode 100644
index 00000000..627c3112
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p10/config.yaml
@@ -0,0 +1,19 @@
+name: rb_rear_mad_p10
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with RB rear_mad_min = 0.019,
+  rear_mad_max = 9999, spawn_mad_min = 0.011, spawn_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_rb_rear_mad_p10
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_rear_mad_p10)
+    checksum: sha256:7760f013a6196d17d23f59fe69f48bfde7e87791e14ee8bec45b5730d5596895
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_rear_mad_p10)
+    checksum: sha256:e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p10/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p10/parameters_habitat_method.csv
new file mode 100644
index 00000000..5fdb5168
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p10/parameters_habitat_method.csv
@@ -0,0 +1,189 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,mad
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,mad
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,mad
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p10/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p10/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..dd61ab8d
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_rear_mad_p10/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,0.011,9999,0.0849,1.5,9999,0.019,9999,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p02/config.yaml b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p02/config.yaml
new file mode 100644
index 00000000..a17a4768
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p02/config.yaml
@@ -0,0 +1,19 @@
+name: rb_spawn_mad_p02
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with RB spawn_mad_min = 0.0055,
+  spawn_mad_max = 9999, rear_mad_min = 0.0094, rear_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_rb_spawn_mad_p02
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_spawn_mad_p02)
+    checksum: sha256:42131b3a3d19ed088a0dc0340972d9d04023efacbd6553b056e54e4d15503014
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_spawn_mad_p02)
+    checksum: sha256:e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p02/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p02/parameters_habitat_method.csv
new file mode 100644
index 00000000..5fdb5168
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p02/parameters_habitat_method.csv
@@ -0,0 +1,189 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,mad
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,mad
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,mad
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p02/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p02/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..1058d499
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p02/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,0.0055,9999,0.0849,1.5,9999,0.0094,9999,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p05/config.yaml b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p05/config.yaml
new file mode 100644
index 00000000..73bbe0e5
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p05/config.yaml
@@ -0,0 +1,19 @@
+name: rb_spawn_mad_p05
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with RB spawn_mad_min = 0.011,
+  spawn_mad_max = 9999, rear_mad_min = 0.0094, rear_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_rb_spawn_mad_p05
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_spawn_mad_p05)
+    checksum: sha256:529bc0339450b0c52b8bd11dc6dc34671ef3ab63fd9d2b0210ee07af187838d3
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_spawn_mad_p05)
+    checksum: sha256:e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p05/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p05/parameters_habitat_method.csv
new file mode 100644
index 00000000..5fdb5168
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p05/parameters_habitat_method.csv
@@ -0,0 +1,189 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,mad
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,mad
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,mad
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p05/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p05/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..6a2498df
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p05/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,0.011,9999,0.0849,1.5,9999,0.0094,9999,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p10/config.yaml b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p10/config.yaml
new file mode 100644
index 00000000..d8ed989a
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p10/config.yaml
@@ -0,0 +1,19 @@
+name: rb_spawn_mad_p10
+description: 'Habitat-threshold scoring variant, generated by data-raw/habitat_variants_build.R
+  from variants_302.csv: `default` on the mad model with RB spawn_mad_min = 0.05,
+  spawn_mad_max = 9999, rear_mad_min = 0.0094, rear_mad_max = 9999.'
+extends: default
+files:
+  parameters_habitat_thresholds:
+    path: parameters_habitat_thresholds.csv
+  parameters_habitat_method:
+    path: parameters_habitat_method.csv
+pipeline:
+  schema: score302_rb_spawn_mad_p10
+provenance:
+  parameters_habitat_thresholds.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_spawn_mad_p10)
+    checksum: sha256:489c09386d56919ce9b53952b4cf8e413f94156c423c8fd5132c977523fb498b
+  parameters_habitat_method.csv:
+    source: link (generated from configs/default; variants_302.csv row rb_spawn_mad_p10)
+    checksum: sha256:e328e7f8838de7ac0afaefdecd8ded4a7941c3d8d6bcacb6726205e2cc7ef785
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p10/parameters_habitat_method.csv b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p10/parameters_habitat_method.csv
new file mode 100644
index 00000000..5fdb5168
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p10/parameters_habitat_method.csv
@@ -0,0 +1,189 @@
+watershed_group_code,model
+ADMS,cw
+ALBN,cw
+ATNA,cw
+BABL,cw
+BABR,cw
+BARR,cw
+BBAR,cw
+BELA,cw
+BIGC,cw
+BLAR,cw
+BONP,cw
+BOWR,cw
+BRID,cw
+BRKS,cw
+BULK,cw
+BULL,cw
+CAMB,cw
+CANO,cw
+CARP,cw
+CARR,cw
+CHES,cw
+CHIL,cw
+CHIR,cw
+CHWK,cw
+CLAY,cw
+CLRH,cw
+CLWR,cw
+COLR,cw
+COMX,cw
+COTR,cw
+COWN,cw
+CRKD,cw
+DEAD,cw
+DOGC,cw
+DRIR,cw
+DUNC,cw
+ELKR,mad
+EUCH,cw
+EUCL,cw
+FINA,cw
+FINL,cw
+FIRE,cw
+FOXR,cw
+FRAN,cw
+FRCN,cw
+GLAR,cw
+GOLD,cw
+GRAI,cw
+GRNL,cw
+GUIC,cw
+HARR,cw
+HERR,cw
+HOLB,cw
+HOMA,cw
+HORS,cw
+INGR,cw
+INKR,cw
+JENR,cw
+JERV,cw
+KEEC,cw
+KETL,mad
+KHOR,cw
+KHTZ,cw
+KINR,cw
+KISP,cw
+KITL,cw
+KITR,cw
+KLIN,cw
+KLUM,cw
+KNIG,cw
+KOTL,mad
+KOTR,mad
+KSHR,cw
+KTSU,cw
+KUMR,cw
+LARL,cw
+LBIR,cw
+LCHL,cw
+LCHR,cw
+LDEN,cw
+LEUT,cw
+LFRA,cw
+LILL,cw
+LISR,cw
+LKEL,cw
+LNAR,cw
+LNIC,cw
+LNRS,cw
+LNTH,cw
+LOMI,cw
+LRDO,cw
+LSAL,cw
+LSKE,cw
+LSTR,cw
+LTRE,cw
+MAHD,cw
+MBNK,cw
+MCGR,cw
+MESC,cw
+MESI,cw
+MFRA,cw
+MIDR,cw
+MORI,cw
+MORK,cw
+MORR,cw
+MSKE,cw
+MSTR,cw
+MURT,cw
+MUSK,cw
+NAHR,cw
+NAKR,cw
+NARC,cw
+NASC,cw
+NASR,cw
+NATR,cw
+NAZR,cw
+NBNK,cw
+NECL,cw
+NECR,cw
+NEVI,cw
+NICL,cw
+NIEL,cw
+NIMP,cw
+OKAN,mad
+OSPK,cw
+OWIK,cw
+PARA,cw
+PARK,cw
+PARS,mad
+PCEA,cw
+PINE,cw
+PORI,cw
+QUES,cw
+REVL,mad
+SAJR,cw
+SALM,cw
+SALR,cw
+SANJ,cw
+SETN,cw
+SEYM,cw
+SHER,cw
+SHUL,cw
+SIML,mad
+SKGT,cw
+SLOC,cw
+SMAR,cw
+SQAM,cw
+STHM,cw
+STIR,cw
+STUL,cw
+STUR,cw
+SUST,cw
+SWIR,cw
+TABR,cw
+TAHR,cw
+TAHS,cw
+TAKL,cw
+TASR,cw
+TATR,cw
+TAYR,cw
+TESR,cw
+THOM,cw
+TOBA,cw
+TOOD,cw
+TSAY,cw
+TSIT,cw
+TWAC,cw
+UARL,cw
+UBIR,cw
+UCHR,cw
+UDEN,cw
+UEUT,cw
+UFRA,cw
+UJER,cw
+UNAR,cw
+UNRS,cw
+UNTH,cw
+UNUR,cw
+UOMI,cw
+UPCE,cw
+USHU,cw
+USKE,cw
+USTK,cw
+UTRE,cw
+VICT,cw
+WILL,cw
+WORC,cw
+ZYMO,cw
diff --git a/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p10/parameters_habitat_thresholds.csv b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p10/parameters_habitat_thresholds.csv
new file mode 100644
index 00000000..577631bc
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/bundles/rb_spawn_mad_p10/parameters_habitat_thresholds.csv
@@ -0,0 +1,12 @@
+"species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
+"BT",0.0549,2,9999,NA,NA,0.1049,1.5,9999,NA,NA,NA,"stream,canal",""
+"CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
+"CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
+"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
+"RB",0.0549,2,9999,0.05,9999,0.0849,1.5,9999,0.0094,9999,NA,"stream,canal","stream,canal"
+"SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
+"WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/data-raw/logs/habitat_score_302/closure.txt b/data-raw/logs/habitat_score_302/closure.txt
new file mode 100644
index 00000000..224f3f78
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/closure.txt
@@ -0,0 +1,20 @@
+KETL
+LARL
+LPCE
+OKAN
+SIML
+KOTL
+LBTN
+MURR
+UARL
+UPCE
+BULL
+LHAF
+PCEA
+REVL
+UBTN
+ELKR
+PARA
+SMAR
+KOTR
+PARS
diff --git a/data-raw/logs/habitat_score_302/elevation.csv b/data-raw/logs/habitat_score_302/elevation.csv
new file mode 100644
index 00000000..ace4b1ec
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/elevation.csv
@@ -0,0 +1,145 @@
+"species_code","column","role","class","elev_class","km","n","per_100km","core_per_100km","ratio_to_core"
+"BT","rear_mad_min","held_out","bt_rear_mad_p02","low",551.374198572925,0,0,19.3030389818136,0
+"BT","rear_mad_min","held_out","bt_rear_mad_p02","mid",807.523267425176,5,0.619177205375484,15.0083361562853,0.0412555528426235
+"BT","rear_mad_min","held_out","bt_rear_mad_p02","high",1165.47939794354,5,0.42900801239579,9.45657324838106,0.045366117421999
+"BT","rear_mad_min","held_out","bt_rear_mad_p05","low",505.665022415864,17,3.36190941560103,19.3030389818136,0.174164773679858
+"BT","rear_mad_min","held_out","bt_rear_mad_p05","mid",638.689511521902,14,2.19198839928341,15.0083361562853,0.146051392803155
+"BT","rear_mad_min","held_out","bt_rear_mad_p05","high",895.868628436195,14,1.56272912742106,9.45657324838106,0.165253214496974
+"BT","rear_mad_min","held_out","bt_rear_mad_p10 removed","low",774.659864596304,205,26.4632272006026,19.3030389818136,1.37093580060295
+"BT","rear_mad_min","held_out","bt_rear_mad_p10 removed","mid",454.442413991948,0,0,15.0083361562853,0
+"BT","rear_mad_min","held_out","bt_rear_mad_p10 removed","high",214.749778237552,0,0,9.45657324838106,0
+"BT","rear_mad_min","held_out","core","low",2895.9170653215,559,19.3030389818136,19.3030389818136,1
+"BT","rear_mad_min","held_out","core","mid",2891.72627452276,434,15.0083361562853,15.0083361562853,1
+"BT","rear_mad_min","held_out","core","high",2886.8808270135,273,9.45657324838106,9.45657324838106,1
+"BT","rear_mad_min","in_sample","bt_rear_mad_p02","low",205.726615928561,0,0,11.6354586380342,0
+"BT","rear_mad_min","in_sample","bt_rear_mad_p02","mid",465.640575664603,2,0.429515833568719,14.8561805479276,0.0289115921944444
+"BT","rear_mad_min","in_sample","bt_rear_mad_p02","high",290.545812242544,1,0.344179801554053,7.60241931354643,0.0452724043964233
+"BT","rear_mad_min","in_sample","bt_rear_mad_p05","low",181.793339184935,0,0,11.6354586380342,0
+"BT","rear_mad_min","in_sample","bt_rear_mad_p05","mid",315.701949533008,1,0.316754458272816,14.8561805479276,0.0213213926184414
+"BT","rear_mad_min","in_sample","bt_rear_mad_p05","high",275.518844657516,8,2.90361264034204,7.60241931354643,0.381932713862312
+"BT","rear_mad_min","in_sample","bt_rear_mad_p10 removed","low",91.1795680457945,6,6.58042161044953,11.6354586380342,0.565548966754033
+"BT","rear_mad_min","in_sample","bt_rear_mad_p10 removed","mid",6.44478792734548,0,0,14.8561805479276,0
+"BT","rear_mad_min","in_sample","bt_rear_mad_p10 removed","high",6.06432588989707,0,0,7.60241931354643,0
+"BT","rear_mad_min","in_sample","core","low",1211.81299668839,141,11.6354586380342,11.6354586380342,1
+"BT","rear_mad_min","in_sample","core","mid",1211.61693895212,180,14.8561805479276,14.8561805479276,1
+"BT","rear_mad_min","in_sample","core","high",1210.14109069292,92,7.60241931354643,7.60241931354643,1
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p02","low",471.781024730469,0,0,19.5325833791419,0
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p02","mid",731.778152620109,1,0.136653437441324,18.4075262513642,0.00742378066315113
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p02","high",926.888099123232,6,0.647327331710867,13.6180276867499,0.0475345877245281
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p05","low",361.027305836332,10,2.76987359081737,19.5325833791419,0.141807846768247
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p05","mid",513.01068416211,10,1.94927714153416,18.4075262513642,0.105895660009704
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p05","high",565.383436883271,10,1.76871116973747,13.6180276867499,0.129880127315234
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p10 removed","low",488.846713816815,205,41.9354358341497,19.5325833791419,2.14694774470698
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p10 removed","mid",184.966175598425,0,0,18.4075262513642,0
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p10 removed","high",117.395831512456,0,0,13.6180276867499,0
+"BT","spawn_mad_min","held_out","core","low",2129.77460239197,416,19.5325833791419,19.5325833791419,1
+"BT","spawn_mad_min","held_out","core","mid",2124.13115516281,391,18.4075262513642,18.4075262513642,1
+"BT","spawn_mad_min","held_out","core","high",2122.18690288896,289,13.6180276867499,13.6180276867499,1
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p02","low",179.139239777959,0,0,13.1600125573266,0
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p02","mid",291.571893859375,1,0.342968585470827,17.144160801067,0.0200049795058783
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p02","high",152.961918140859,2,1.30751498432325,10.6331875641936,0.122965477325558
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p05","low",146.437124756138,0,0,13.1600125573266,0
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p05","mid",189.589129087227,1,0.527456402597807,17.144160801067,0.0307659505016413
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p05","high",139.912118447652,3,2.14420311355835,10.6331875641936,0.201651960017971
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p10 removed","low",89.102231713908,6,6.7338380695839,13.1600125573266,0.511689334660623
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p10 removed","mid",1.09088970968796,0,0,17.144160801067,0
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p10 removed","high",0.494620161080896,0,0,10.6331875641936,0
+"BT","spawn_mad_min","in_sample","core","low",828.266686868136,109,13.1600125573266,13.1600125573266,1
+"BT","spawn_mad_min","in_sample","core","mid",828.270346082862,142,17.144160801067,17.144160801067,1
+"BT","spawn_mad_min","in_sample","core","high",827.597552180243,88,10.6331875641936,10.6331875641936,1
+"GR","rear_mad_min","held_out","core","low",276.286566967385,27,9.77246208397359,9.77246208397359,1
+"GR","rear_mad_min","held_out","core","mid",275.849376890828,28,10.1504670105097,10.1504670105097,1
+"GR","rear_mad_min","held_out","core","high",273.265491999999,12,4.39133383149602,4.39133383149602,1
+"GR","rear_mad_min","held_out","gr_rear_mad_p02","low",220.331688862863,1,0.453861178644353,9.77246208397359,0.0464428692323776
+"GR","rear_mad_min","held_out","gr_rear_mad_p02","mid",518.016787131016,8,1.54435149569326,10.1504670105097,0.152145856352644
+"GR","rear_mad_min","held_out","gr_rear_mad_p02","high",1935.08126417735,27,1.39529023921785,4.39133383149602,0.317737228085552
+"GR","rear_mad_min","held_out","gr_rear_mad_p05","low",157.852124413889,13,8.23555593456184,9.77246208397359,0.842730917121468
+"GR","rear_mad_min","held_out","gr_rear_mad_p05","mid",423.982828710227,24,5.66060660357614,10.1504670105097,0.557669573007351
+"GR","rear_mad_min","held_out","gr_rear_mad_p05","high",940.830557849369,20,2.12578129325622,4.39133383149602,0.484085559155045
+"GR","rear_mad_min","held_out","gr_rear_mad_p10 removed","low",321.832454847316,61,18.953961628556,9.77246208397359,1.93952777362418
+"GR","rear_mad_min","held_out","gr_rear_mad_p10 removed","mid",159.241541772763,1,0.627976838749145,10.1504670105097,0.0618667927395798
+"GR","rear_mad_min","held_out","gr_rear_mad_p10 removed","high",313.296062986718,6,1.91512141672025,4.39133383149602,0.436113830149828
+"GR","rear_mad_min","in_sample","core","low",276.652022846948,109,39.3996757653574,39.3996757653574,1
+"GR","rear_mad_min","in_sample","core","mid",276.345176680246,58,20.9882440130702,20.9882440130702,1
+"GR","rear_mad_min","in_sample","core","high",276.258540577985,21,7.60157494355252,7.60157494355252,1
+"GR","rear_mad_min","in_sample","gr_rear_mad_p02","low",126.317413822842,0,0,39.3996757653574,0
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+"GR","rear_mad_min","in_sample","gr_rear_mad_p02","high",209.426795588185,0,0,7.60157494355252,0
+"GR","rear_mad_min","in_sample","gr_rear_mad_p05","low",46.8681736338385,0,0,39.3996757653574,0
+"GR","rear_mad_min","in_sample","gr_rear_mad_p05","mid",141.776892108869,0,0,20.9882440130702,0
+"GR","rear_mad_min","in_sample","gr_rear_mad_p05","high",222.214524073104,1,0.450015589292003,7.60157494355252,0.059200309492929
+"GR","rear_mad_min","in_sample","gr_rear_mad_p10 removed","low",0.523724255041033,0,0,39.3996757653574,0
+"GR","rear_mad_min","in_sample","gr_rear_mad_p10 removed","mid",0.126307003552193,1,791.721735039637,20.9882440130702,37.7221521984688
+"GR","rear_mad_min","in_sample","gr_rear_mad_p10 removed","high",0.115717885753645,0,0,7.60157494355252,0
+"GR","spawn_mad_min","held_out","core","low",273.361299243815,25,9.14540575756562,9.14540575756562,1
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+"GR","spawn_mad_min","held_out","gr_spawn_mad_p05","low",150.419127690152,13,8.64251787630269,9.14540575756562,0.945011966161599
+"GR","spawn_mad_min","held_out","gr_spawn_mad_p05","mid",390.134268234114,19,4.87011819956262,10.7261832330082,0.45404018314507
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+"GR","spawn_mad_min","held_out","gr_spawn_mad_p10 removed","low",269.159894455569,61,22.6631089016382,9.14540575756562,2.47808675770235
+"GR","spawn_mad_min","held_out","gr_spawn_mad_p10 removed","mid",38.4505081834244,1,2.60074586070383,10.7261832330082,0.242467036429178
+"GR","spawn_mad_min","held_out","gr_spawn_mad_p10 removed","high",163.945222735743,4,2.43983931538368,4.81901824582922,0.506293853005292
+"GR","spawn_mad_min","in_sample","core","low",267.111565659697,108,40.4325435079037,40.4325435079037,1
+"GR","spawn_mad_min","in_sample","core","mid",266.635993069844,55,20.6273726839245,20.6273726839245,1
+"GR","spawn_mad_min","in_sample","core","high",266.400120895126,22,8.25825451057538,8.25825451057538,1
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p02","low",115.06320547956,0,0,40.4325435079037,0
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p02","mid",186.051061932656,0,0,20.6273726839245,0
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p02","high",189.305342277024,0,0,8.25825451057538,0
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p05","low",29.8608208132848,0,0,40.4325435079037,0
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p05","mid",97.3266519639658,0,0,20.6273726839245,0
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p05","high",147.412628445314,0,0,8.25825451057538,0
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p10 removed","low",0.47940313604631,0,0,40.4325435079037,0
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p10 removed","mid",0.126307003552193,1,791.721735039637,20.6273726839245,38.3820929195044
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p10 removed","high",0.106461036936854,0,0,8.25825451057538,0
+"RB","rear_mad_min","held_out","core","low",2609.24439499676,622,23.8383189092094,23.8383189092094,1
+"RB","rear_mad_min","held_out","core","mid",2606.62012491433,257,9.85951107887063,9.85951107887063,1
+"RB","rear_mad_min","held_out","core","high",2605.57881650498,169,6.48608282081022,6.48608282081022,1
+"RB","rear_mad_min","held_out","rb_rear_mad_p02","low",226.220829893833,11,4.8625053692723,23.8383189092094,0.20397853505491
+"RB","rear_mad_min","held_out","rb_rear_mad_p02","mid",269.766504268665,4,1.48276377411791,9.85951107887063,0.150389178759131
+"RB","rear_mad_min","held_out","rb_rear_mad_p02","high",499.330077320589,17,3.40456158603988,6.48608282081022,0.524902576809001
+"RB","rear_mad_min","held_out","rb_rear_mad_p05","low",251.77455540398,3,1.19154216961536,23.8383189092094,0.0499843203773496
+"RB","rear_mad_min","held_out","rb_rear_mad_p05","mid",285.616440646087,5,1.75059950634831,9.85951107887063,0.17755439314835
+"RB","rear_mad_min","held_out","rb_rear_mad_p05","high",494.407385576739,11,2.22488585747323,6.48608282081022,0.343024583394898
+"RB","rear_mad_min","held_out","rb_rear_mad_p10 removed","low",194.728819539262,86,44.1639815839691,23.8383189092094,1.85264664644231
+"RB","rear_mad_min","held_out","rb_rear_mad_p10 removed","mid",42.0177390067235,3,7.13984157862457,9.85951107887063,0.724157772277935
+"RB","rear_mad_min","held_out","rb_rear_mad_p10 removed","high",58.9763770561111,2,3.39118830255912,6.48608282081022,0.522840733960209
+"RB","rear_mad_min","in_sample","core","low",1433.12340781528,201,14.0253099561338,14.0253099561338,1
+"RB","rear_mad_min","in_sample","core","mid",1429.3534420829,215,15.0417659950288,15.0417659950288,1
+"RB","rear_mad_min","in_sample","core","high",1428.51345586211,31,2.17008806411918,2.17008806411918,1
+"RB","rear_mad_min","in_sample","rb_rear_mad_p02","low",108.031914754113,1,0.925652389181527,14.0253099561338,0.0659987117629943
+"RB","rear_mad_min","in_sample","rb_rear_mad_p02","mid",249.701522705751,3,1.20143440355997,15.0417659950288,0.0798732279146631
+"RB","rear_mad_min","in_sample","rb_rear_mad_p02","high",159.436361823485,2,1.25441899020139,2.17008806411918,0.578049808642468
+"RB","rear_mad_min","in_sample","rb_rear_mad_p05","low",149.09418892205,3,2.01215085691131,14.0253099561338,0.143465696173889
+"RB","rear_mad_min","in_sample","rb_rear_mad_p05","mid",257.128440575346,4,1.55564277177961,15.0417659950288,0.103421551185794
+"RB","rear_mad_min","in_sample","rb_rear_mad_p05","high",198.298314850191,1,0.504290720148315,2.17008806411918,0.232382606257504
+"RB","rear_mad_min","in_sample","rb_rear_mad_p10 removed","low",88.6304842368238,27,30.4635591608132,14.0253099561338,2.17204177705109
+"RB","rear_mad_min","in_sample","rb_rear_mad_p10 removed","mid",2.27407747877244,1,43.9738755312684,15.0417659950288,2.92345164429505
+"RB","rear_mad_min","in_sample","rb_rear_mad_p10 removed","high",0.194706498015381,0,0,2.17008806411918,0
+"RB","spawn_mad_min","held_out","core","low",1641.27312480726,19,1.15763791612875,1.15763791612875,1
+"RB","spawn_mad_min","held_out","core","mid",1636.13593661358,13,0.794555006652257,0.794555006652257,1
+"RB","spawn_mad_min","held_out","core","high",1636.91030639808,7,0.427634915159346,0.427634915159346,1
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p02","low",150.014968406088,1,0.666600147055335,1.15763791612875,0.575827845449732
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p02","mid",150.98521250061,0,0,0.794555006652257,0
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p02","high",328.717475240296,0,0,0.427634915159346,0
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p05","low",288.336684082772,1,0.346816778857362,1.15763791612875,0.29959003072148
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p05","mid",289.061329445192,3,1.03784204056559,0.794555006652257,1.30619281469056
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p05","high",689.458219298872,4,0.580165684886273,0.427634915159346,1.35668455572691
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p10 removed","low",156.847999472459,1,0.637559932777843,1.15763791612875,0.550742096380104
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p10 removed","mid",16.4369218331537,0,0,0.794555006652257,0
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p10 removed","high",21.6666816994715,0,0,0.427634915159346,0
+"RB","spawn_mad_min","in_sample","core","low",845.341949654826,5,0.591476621033846,0.591476621033846,1
+"RB","spawn_mad_min","in_sample","core","mid",846.486598844046,3,0.354406083226453,0.354406083226453,1
+"RB","spawn_mad_min","in_sample","core","high",841.957715362396,0,0,0,
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p02","low",99.5022471463654,0,0,0.591476621033846,0
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p02","mid",153.153880486592,0,0,0.354406083226453,0
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p02","high",104.185051158756,0,0,0,
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p05","low",223.60438742669,0,0,0.591476621033846,0
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p05","mid",283.831751786377,0,0,0.354406083226453,0
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p05","high",235.974767056955,0,0,0,
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p10 removed","low",88.0402697653662,1,1.13584386175221,0.591476621033846,1.92035292919416
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p10 removed","mid",0.761214616793822,0,0,0.354406083226453,0
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p10 removed","high",0.181671970402713,0,0,0,
diff --git a/data-raw/logs/habitat_score_302/elevation_adjusted.csv b/data-raw/logs/habitat_score_302/elevation_adjusted.csv
new file mode 100644
index 00000000..07b5d76f
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/elevation_adjusted.csv
@@ -0,0 +1,37 @@
+"species_code","column","role","class","km","n","expected","ratio_elevation_adjusted"
+"BT","rear_mad_min","held_out","bt_rear_mad_p02",2524.37686394164,10,337.842195962904,0.0295996181634399
+"BT","rear_mad_min","in_sample","bt_rear_mad_p02",961.913003835708,3,115.202150873565,0.0260411804575811
+"BT","rear_mad_min","held_out","bt_rear_mad_p05",2040.22316237396,45,278.183858335809,0.161763519526997
+"BT","rear_mad_min","in_sample","bt_rear_mad_p05",773.01413337546,9,88.9998382622182,0.101123779275683
+"BT","rear_mad_min","held_out","bt_rear_mad_p10 removed",1443.8520568258,205,238.045110847908,0.861181308323442
+"BT","rear_mad_min","in_sample","bt_rear_mad_p10 removed",103.688681863037,6,12.0276457394141,0.498850741865323
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p02",2130.44727647381,7,353.077155531535,0.0198256950083954
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p02",623.673051778193,3,89.8270284415523,0.0333975202347032
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p05",1439.42142688171,30,241.944608864457,0.123995323313059
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p05",475.938372291017,4,66.651727138128,0.0600134485894185
+"BT","spawn_mad_min","held_out","bt_spawn_mad_p10 removed",791.208720927696,205,145.519086140346,1.40874991341196
+"BT","spawn_mad_min","in_sample","bt_spawn_mad_p10 removed",90.6877415846769,6,11.9654826578578,0.501442371491781
+"GR","rear_mad_min","held_out","gr_rear_mad_p02",2673.42974017123,36,159.088832060499,0.226288668624519
+"GR","rear_mad_min","in_sample","gr_rear_mad_p02",591.942089371757,0,119.459822502372,0
+"GR","rear_mad_min","held_out","gr_rear_mad_p05",1522.66551097348,57,99.7772867494436,0.571272299106869
+"GR","rear_mad_min","in_sample","gr_rear_mad_p05",410.859589815811,1,65.1141921017094,0.0153576350672982
+"GR","rear_mad_min","held_out","gr_rear_mad_p10 removed",794.370059606797,68,61.3725907952276,1.10798646625307
+"GR","rear_mad_min","in_sample","gr_rear_mad_p10 removed",0.765749144346872,1,0.24165166231049,4.13818796212183
+"GR","spawn_mad_min","held_out","gr_spawn_mad_p02",2830.23670160721,33,183.710741287134,0.179630215243767
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p02",490.419609689241,0,100.533743511713,0
+"GR","spawn_mad_min","held_out","gr_spawn_mad_p05",1377.84085366754,52,95.95199138849,0.541937684122288
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p05",274.600101222565,0,44.3231306262848,0
+"GR","spawn_mad_min","held_out","gr_spawn_mad_p10 removed",471.555625374737,66,36.6405866431749,1.80128120334814
+"GR","spawn_mad_min","in_sample","gr_spawn_mad_p10 removed",0.712171176535357,1,0.228680521293631,4.37291289324978
+"RB","rear_mad_min","held_out","rb_rear_mad_p02",995.317411483088,32,112.911863608832,0.283406889030364
+"RB","rear_mad_min","in_sample","rb_rear_mad_p02",517.169799283349,6,56.1712390850308,0.106816230115866
+"RB","rear_mad_min","held_out","rb_rear_mad_p05",1031.79838162681,19,120.246878558732,0.158008259571744
+"RB","rear_mad_min","in_sample","rb_rear_mad_p05",604.520944347587,8,63.890828522825,0.125213589883906
+"RB","rear_mad_min","held_out","rb_rear_mad_p10 removed",295.722935602097,91,54.3880773029397,1.67316081966151
+"RB","rear_mad_min","in_sample","rb_rear_mad_p10 removed",91.0992682136116,28,12.7769868452129,2.19143999592444
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p02",629.717656146995,1,4.34200141572338,0.23030853844929
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p02",356.841178791713,0,1.13131919841592,0
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p05",1266.85623282684,8,8.58301011761076,0.932073933314545
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p05",743.410906270022,0,2.32848466969394,0
+"RB","spawn_mad_min","held_out","rb_spawn_mad_p10 removed",194.951603005084,1,2.03898659385083,0.490439713049511
+"RB","spawn_mad_min","in_sample","rb_spawn_mad_p10 removed",88.9831563525627,1,0.523435403665596,1.9104554124483
diff --git a/data-raw/logs/habitat_score_302/habitat_change.csv b/data-raw/logs/habitat_score_302/habitat_change.csv
new file mode 100644
index 00000000..c4730d10
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/habitat_change.csv
@@ -0,0 +1,127 @@
+"variant","watershed_group_code","species_code","role","rearing_km","spawning_km","rearing_km_base","spawning_km_base","rearing_km_added","rearing_pct_added","spawning_km_added"
+"bt_rear_mad_p02","PARS","BT","in_sample",3637.61,1939.78,2634.99,1685.37,1002.62,38.0502392798455,254.41
+"bt_rear_mad_p02","UARL","BT","held_out",925.22,619.92,776.92,529.54,148.3,19.0881944086907,90.38
+"bt_rear_mad_p02","REVL","BT","held_out",644.32,448.16,561.14,412.05,83.1800000000001,14.8233952311366,36.11
+"bt_rear_mad_p02","ELKR","BT","held_out",2387.27,1556.86,2122.71,1536.59,264.56,12.4633134059763,20.27
+"bt_rear_mad_p02","KOTR","BT","held_out",1455.06,930.82,1309.99,899.57,145.07,11.0741303368728,31.25
+"bt_rear_mad_p02","KOTL","BT","in_sample",1730.12,1020.3,1599.06,1035.15,131.06,8.19606518829812,-14.8500000000001
+"bt_rear_mad_p02","MURR","BT","held_out",2611.54,1528.61,2422.18,1676.24,189.36,7.8177509516221,-147.63
+"bt_rear_mad_p02","UBTN","BT","held_out",2862.15,1371.33,3068.63,2049.2,-206.48,-6.72873562469245,-677.87
+"bt_rear_mad_p02","LHAF","BT","held_out",2349.26,1359.8,2729.77,1880.15,-380.51,-13.9392696087949,-520.35
+"bt_rear_mad_p05","UARL","BT","held_out",881.79,619.92,776.92,529.54,104.87,13.4981722699892,90.38
+"bt_rear_mad_p05","REVL","BT","held_out",606.91,448.16,561.14,412.05,45.77,8.15660975870549,36.11
+"bt_rear_mad_p05","PARS","BT","in_sample",2828.63,1939.78,2634.99,1685.37,193.64,7.34879449257873,254.41
+"bt_rear_mad_p05","KOTR","BT","held_out",1301.07,930.82,1309.99,899.57,-8.92000000000007,-0.680921228406329,31.25
+"bt_rear_mad_p05","KOTL","BT","in_sample",1578.25,1020.3,1599.06,1035.15,-20.8099999999999,-1.30138956637024,-14.8500000000001
+"bt_rear_mad_p05","ELKR","BT","held_out",2068.1,1556.86,2122.71,1536.59,-54.6100000000001,-2.57265476678398,20.27
+"bt_rear_mad_p05","MURR","BT","held_out",2056.14,1528.61,2422.18,1676.24,-366.04,-15.1120065395635,-147.63
+"bt_rear_mad_p05","LHAF","BT","held_out",1855.84,1359.8,2729.77,1880.15,-873.93,-32.0147851284174,-520.35
+"bt_rear_mad_p05","UBTN","BT","held_out",1942.64,1371.33,3068.63,2049.2,-1125.99,-36.6935733535812,-677.87
+"bt_rear_mad_p10","UARL","BT","held_out",809.52,619.92,776.92,529.54,32.6,4.19605622200484,90.38
+"bt_rear_mad_p10","REVL","BT","held_out",565.83,448.16,561.14,412.05,4.69000000000005,0.835798552945799,36.11
+"bt_rear_mad_p10","KOTL","BT","in_sample",1394.92,1020.3,1599.06,1035.15,-204.14,-12.766250171976,-14.8500000000001
+"bt_rear_mad_p10","KOTR","BT","held_out",1125.82,930.82,1309.99,899.57,-184.17,-14.0588859456942,31.25
+"bt_rear_mad_p10","PARS","BT","in_sample",2239.41,1939.78,2634.99,1685.37,-395.58,-15.0125806929059,254.41
+"bt_rear_mad_p10","ELKR","BT","held_out",1724.62,1556.86,2122.71,1536.59,-398.09,-18.7538570977665,20.27
+"bt_rear_mad_p10","MURR","BT","held_out",1588.81,1528.61,2422.18,1676.24,-833.37,-34.4057832200745,-147.63
+"bt_rear_mad_p10","LHAF","BT","held_out",1431.68,1359.8,2729.77,1880.15,-1298.09,-47.5530905534166,-520.35
+"bt_rear_mad_p10","UBTN","BT","held_out",1432.43,1371.33,3068.63,2049.2,-1636.2,-53.320211299505,-677.87
+"bt_spawn_mad_p02","UARL","BT","held_out",886.45,655.95,776.92,529.54,109.53,14.09797662565,126.41
+"bt_spawn_mad_p02","REVL","BT","held_out",611.89,476.04,561.14,412.05,50.75,9.04408881918951,63.99
+"bt_spawn_mad_p02","PARS","BT","in_sample",2865.3,2449.65,2634.99,1685.37,230.31,8.74045062789614,764.28
+"bt_spawn_mad_p02","KOTR","BT","held_out",1318.26,1040.12,1309.99,899.57,8.26999999999998,0.631302529026938,140.55
+"bt_spawn_mad_p02","KOTL","BT","in_sample",1594.82,1134.09,1599.06,1035.15,-4.24000000000001,-0.265155779020175,98.9399999999998
+"bt_spawn_mad_p02","ELKR","BT","held_out",2099.2,1798.78,2122.71,1536.59,-23.5100000000002,-1.10754648538897,262.19
+"bt_spawn_mad_p02","MURR","BT","held_out",2088.69,1924.26,2422.18,1676.24,-333.49,-13.768175775541,248.02
+"bt_spawn_mad_p02","LHAF","BT","held_out",1901.01,1715.73,2729.77,1880.15,-828.76,-30.3600669653487,-164.42
+"bt_spawn_mad_p02","UBTN","BT","held_out",2028.42,2335.07,3068.63,2049.2,-1040.21,-33.898189094156,285.87
+"bt_spawn_mad_p05","UARL","BT","held_out",881.79,619.92,776.92,529.54,104.87,13.4981722699892,90.38
+"bt_spawn_mad_p05","REVL","BT","held_out",606.91,448.16,561.14,412.05,45.77,8.15660975870549,36.11
+"bt_spawn_mad_p05","PARS","BT","in_sample",2828.63,1939.78,2634.99,1685.37,193.64,7.34879449257873,254.41
+"bt_spawn_mad_p05","KOTR","BT","held_out",1301.07,930.82,1309.99,899.57,-8.92000000000007,-0.680921228406329,31.25
+"bt_spawn_mad_p05","KOTL","BT","in_sample",1578.25,1020.3,1599.06,1035.15,-20.8099999999999,-1.30138956637024,-14.8500000000001
+"bt_spawn_mad_p05","ELKR","BT","held_out",2068.1,1556.86,2122.71,1536.59,-54.6100000000001,-2.57265476678398,20.27
+"bt_spawn_mad_p05","MURR","BT","held_out",2056.14,1528.61,2422.18,1676.24,-366.04,-15.1120065395635,-147.63
+"bt_spawn_mad_p05","LHAF","BT","held_out",1855.84,1359.8,2729.77,1880.15,-873.93,-32.0147851284174,-520.35
+"bt_spawn_mad_p05","UBTN","BT","held_out",1942.64,1371.33,3068.63,2049.2,-1125.99,-36.6935733535812,-677.87
+"bt_spawn_mad_p10","UARL","BT","held_out",857.83,571.12,776.92,529.54,80.9100000000001,10.4141996601967,41.58
+"bt_spawn_mad_p10","REVL","BT","held_out",596.72,421.81,561.14,412.05,35.58,6.34066364900026,9.75999999999999
+"bt_spawn_mad_p10","PARS","BT","in_sample",2731.56,1566.02,2634.99,1685.37,96.5700000000002,3.66490954424875,-119.35
+"bt_spawn_mad_p10","KOTR","BT","held_out",1252.99,840.01,1309.99,899.57,-57,-4.35117825326911,-59.5600000000001
+"bt_spawn_mad_p10","KOTL","BT","in_sample",1528.63,918.11,1599.06,1035.15,-70.4299999999998,-4.40446262179029,-117.04
+"bt_spawn_mad_p10","ELKR","BT","held_out",1992.48,1383.67,2122.71,1536.59,-130.23,-6.1350820413528,-152.92
+"bt_spawn_mad_p10","MURR","BT","held_out",1950.63,1209.23,2422.18,1676.24,-471.55,-19.4679999009157,-467.01
+"bt_spawn_mad_p10","LHAF","BT","held_out",1792.65,1086.4,2729.77,1880.15,-937.12,-34.3296321668126,-793.75
+"bt_spawn_mad_p10","UBTN","BT","held_out",1771.7,863.85,3068.63,2049.2,-1296.93,-42.2641374163715,-1185.35
+"gr_rear_mad_p02","PARS","GR","in_sample",1832.06,1074.75,1366.28,983.86,465.78,34.091108703926,90.89
+"gr_rear_mad_p02","UBTN","GR","held_out",2428.96,784.98,2087.06,1254.66,341.9,16.3818960643201,-469.68
+"gr_rear_mad_p02","MURR","GR","held_out",1226.74,732.78,1119.19,799.5,107.55,9.60962839196204,-66.72
+"gr_rear_mad_p02","LHAF","GR","held_out",1365.8,673.58,1498.45,987.49,-132.65,-8.85248089692683,-313.91
+"gr_rear_mad_p05","PARS","GR","in_sample",1240.12,1074.75,1366.28,983.86,-126.16,-9.233832011008,90.89
+"gr_rear_mad_p05","MURR","GR","held_out",810.57,732.78,1119.19,799.5,-308.62,-27.5752999937455,-66.72
+"gr_rear_mad_p05","LHAF","GR","held_out",740.54,673.58,1498.45,987.49,-757.91,-50.5795989188829,-313.91
+"gr_rear_mad_p05","UBTN","GR","held_out",796.95,784.98,2087.06,1254.66,-1290.11,-61.8147058541681,-469.68
+"gr_rear_mad_p10","PARS","GR","in_sample",829.26,1074.75,1366.28,983.86,-537.02,-39.3052668559885,90.89
+"gr_rear_mad_p10","MURR","GR","held_out",484.3,732.78,1119.19,799.5,-634.89,-56.7276333777107,-66.72
+"gr_rear_mad_p10","LHAF","GR","held_out",228.5,673.58,1498.45,987.49,-1269.95,-84.7509092729153,-313.91
+"gr_rear_mad_p10","UBTN","GR","held_out",112.6,784.98,2087.06,1254.66,-1974.46,-94.6048508428124,-469.68
+"gr_spawn_mad_p02","PARS","GR","in_sample",1243.38,1565.17,1366.28,983.86,-122.9,-8.99522791814268,581.31
+"gr_spawn_mad_p02","MURR","GR","held_out",813.49,1126.51,1119.19,799.5,-305.7,-27.3143970192729,327.01
+"gr_spawn_mad_p02","LHAF","GR","held_out",741.46,1324.87,1498.45,987.49,-756.99,-50.5182021422136,337.38
+"gr_spawn_mad_p02","UBTN","GR","held_out",796.95,2570.19,2087.06,1254.66,-1290.11,-61.8147058541681,1315.53
+"gr_spawn_mad_p05","PARS","GR","in_sample",1240.12,1074.75,1366.28,983.86,-126.16,-9.233832011008,90.89
+"gr_spawn_mad_p05","MURR","GR","held_out",810.57,732.78,1119.19,799.5,-308.62,-27.5752999937455,-66.72
+"gr_spawn_mad_p05","LHAF","GR","held_out",740.54,673.58,1498.45,987.49,-757.91,-50.5795989188829,-313.91
+"gr_spawn_mad_p05","UBTN","GR","held_out",796.95,784.98,2087.06,1254.66,-1290.11,-61.8147058541681,-469.68
+"gr_spawn_mad_p10","PARS","GR","in_sample",1121.11,800.15,1366.28,983.86,-245.17,-17.944345229382,-183.71
+"gr_spawn_mad_p10","MURR","GR","held_out",659.45,477.55,1119.19,799.5,-459.74,-41.0779224260403,-321.95
+"gr_spawn_mad_p10","LHAF","GR","held_out",456.79,220.07,1498.45,987.49,-1041.66,-69.5158330274617,-767.42
+"gr_spawn_mad_p10","UBTN","GR","held_out",441.91,115.87,2087.06,1254.66,-1645.15,-78.8261957011298,-1138.79
+"rb_rear_mad_p02","PARS","RB","in_sample",3707.39,2168.33,2469.37,1558.89,1238.02,50.1350546900627,609.44
+"rb_rear_mad_p02","KETL","RB","held_out",3004.68,1752.09,2290.4,1457.09,714.28,31.1858190709046,295
+"rb_rear_mad_p02","ELKR","RB","held_out",2197.27,1551.59,1810.55,1356.23,386.72,21.3592554748557,195.36
+"rb_rear_mad_p02","OKAN","RB","held_out",1839.68,1106.72,1566.54,1025.68,273.14,17.4358777943749,81.04
+"rb_rear_mad_p02","KOTR","RB","held_out",748.04,532.47,642.23,481.48,105.81,16.4754060071937,50.99
+"rb_rear_mad_p02","KOTL","RB","in_sample",1705.29,1108.87,1513.3,1034.49,191.99,12.6868433225401,74.3799999999999
+"rb_rear_mad_p02","SIML","RB","held_out",2050.57,1230.25,1862.98,1188.38,187.59,10.0693512544418,41.8699999999999
+"rb_rear_mad_p02","REVL","RB","held_out",8.32,8.07,13.17,13.04,-4.85,-36.8261199696279,-4.97
+"rb_rear_mad_p05","PARS","RB","in_sample",3267.88,2168.33,2469.37,1558.89,798.51,32.3365878746401,609.44
+"rb_rear_mad_p05","KETL","RB","held_out",2654.92,1752.09,2290.4,1457.09,364.52,15.9151239958086,295
+"rb_rear_mad_p05","ELKR","RB","held_out",2031.29,1551.59,1810.55,1356.23,220.74,12.1918753969788,195.36
+"rb_rear_mad_p05","KOTR","RB","held_out",704.06,532.47,642.23,481.48,61.8299999999999,9.62739205580554,50.99
+"rb_rear_mad_p05","KOTL","RB","in_sample",1627.63,1108.87,1513.3,1034.49,114.33,7.55501222493888,74.3799999999999
+"rb_rear_mad_p05","OKAN","RB","held_out",1605.09,1106.72,1566.54,1025.68,38.55,2.46083725918265,81.04
+"rb_rear_mad_p05","SIML","RB","held_out",1849.68,1230.25,1862.98,1188.38,-13.3,-0.713909972195083,41.8699999999999
+"rb_rear_mad_p05","REVL","RB","held_out",8.2,8.07,13.17,13.04,-4.97,-37.7372817008352,-4.97
+"rb_rear_mad_p10","PARS","RB","in_sample",2770.47,2168.33,2469.37,1558.89,301.1,12.1933934566306,609.44
+"rb_rear_mad_p10","KOTR","RB","held_out",652.76,532.47,642.23,481.48,10.53,1.63959952042103,50.99
+"rb_rear_mad_p10","ELKR","RB","held_out",1823.74,1551.59,1810.55,1356.23,13.1900000000001,0.728507911960457,195.36
+"rb_rear_mad_p10","KOTL","RB","in_sample",1520.52,1108.87,1513.3,1034.49,7.22000000000003,0.477103019890308,74.3799999999999
+"rb_rear_mad_p10","KETL","RB","held_out",2281.56,1752.09,2290.4,1457.09,-8.84000000000015,-0.385958784491798,295
+"rb_rear_mad_p10","SIML","RB","held_out",1675.65,1230.25,1862.98,1188.38,-187.33,-10.055395119647,41.8699999999999
+"rb_rear_mad_p10","OKAN","RB","held_out",1379.67,1106.72,1566.54,1025.68,-186.87,-11.928836799571,81.04
+"rb_rear_mad_p10","REVL","RB","held_out",8.06,8.07,13.17,13.04,-5.11,-38.8003037205771,-4.97
+"rb_spawn_mad_p02","PARS","RB","in_sample",3267.88,2460.88,2469.37,1558.89,798.51,32.3365878746401,901.99
+"rb_spawn_mad_p02","KETL","RB","held_out",2654.92,1961.73,2290.4,1457.09,364.52,15.9151239958086,504.64
+"rb_spawn_mad_p02","ELKR","RB","held_out",2031.29,1670.25,1810.55,1356.23,220.74,12.1918753969788,314.02
+"rb_spawn_mad_p02","KOTR","RB","held_out",704.06,560.9,642.23,481.48,61.8299999999999,9.62739205580554,79.42
+"rb_spawn_mad_p02","KOTL","RB","in_sample",1627.63,1173.16,1513.3,1034.49,114.33,7.55501222493888,138.67
+"rb_spawn_mad_p02","OKAN","RB","held_out",1605.09,1261.39,1566.54,1025.68,38.55,2.46083725918265,235.71
+"rb_spawn_mad_p02","SIML","RB","held_out",1849.68,1348.53,1862.98,1188.38,-13.3,-0.713909972195083,160.15
+"rb_spawn_mad_p02","REVL","RB","held_out",8.2,8.09,13.17,13.04,-4.97,-37.7372817008352,-4.95
+"rb_spawn_mad_p05","PARS","RB","in_sample",3267.88,2168.33,2469.37,1558.89,798.51,32.3365878746401,609.44
+"rb_spawn_mad_p05","KETL","RB","held_out",2654.92,1752.09,2290.4,1457.09,364.52,15.9151239958086,295
+"rb_spawn_mad_p05","ELKR","RB","held_out",2031.29,1551.59,1810.55,1356.23,220.74,12.1918753969788,195.36
+"rb_spawn_mad_p05","KOTR","RB","held_out",704.06,532.47,642.23,481.48,61.8299999999999,9.62739205580554,50.99
+"rb_spawn_mad_p05","KOTL","RB","in_sample",1627.63,1108.87,1513.3,1034.49,114.33,7.55501222493888,74.3799999999999
+"rb_spawn_mad_p05","OKAN","RB","held_out",1605.09,1106.72,1566.54,1025.68,38.55,2.46083725918265,81.04
+"rb_spawn_mad_p05","SIML","RB","held_out",1849.68,1230.25,1862.98,1188.38,-13.3,-0.713909972195083,41.8699999999999
+"rb_spawn_mad_p05","REVL","RB","held_out",8.2,8.07,13.17,13.04,-4.97,-37.7372817008352,-4.97
+"rb_spawn_mad_p10","PARS","RB","in_sample",3267.88,1575.62,2469.37,1558.89,798.51,32.3365878746401,16.7299999999998
+"rb_spawn_mad_p10","KETL","RB","held_out",2654.92,1361.12,2290.4,1457.09,364.52,15.9151239958086,-95.97
+"rb_spawn_mad_p10","ELKR","RB","held_out",2031.29,1268.69,1810.55,1356.23,220.74,12.1918753969788,-87.54
+"rb_spawn_mad_p10","KOTR","RB","held_out",704.06,472.51,642.23,481.48,61.8299999999999,9.62739205580554,-8.97000000000003
+"rb_spawn_mad_p10","KOTL","RB","in_sample",1627.63,958.17,1513.3,1034.49,114.33,7.55501222493888,-76.32
+"rb_spawn_mad_p10","OKAN","RB","held_out",1605.09,808.91,1566.54,1025.68,38.55,2.46083725918265,-216.77
+"rb_spawn_mad_p10","SIML","RB","held_out",1849.68,996.39,1862.98,1188.38,-13.3,-0.713909972195083,-191.99
+"rb_spawn_mad_p10","REVL","RB","held_out",8.2,6.69,13.17,13.04,-4.97,-37.7372817008352,-6.35
diff --git a/data-raw/logs/habitat_score_302/power_windows.R b/data-raw/logs/habitat_score_302/power_windows.R
new file mode 100644
index 00000000..0c27a719
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/power_windows.R
@@ -0,0 +1,81 @@
+# power_windows.R — observation locations per MAD band window, counts only (link#302).
+# Run 2026-10-02 against docker fwapg before any variant was built; output in power_windows.txt.
+# FWA line discharge (fwa_stream_networks_discharge on linear_feature_id) of the containing
+# FWA segment, A/B matches, Releases dropped, #290 pooling; no access, waterbody or cluster
+# filter, so every count is an upper bound. Windows are the loosening steps of each ladder:
+# [P05, P10) is what P10 -> P05 adds, [P02, P05) what P05 -> P02 adds (calibration
+# quantiles, data-raw/logs/habitat_thresholds_302/quantiles.csv, floored to 2 s.f.).
+suppressMessages(pkgload::load_all(quiet = TRUE))
+library(DBI)
+conn <- lnk_db_conn(dbname = "fwapg", host = "localhost", port = 5432L,
+                    user = "postgres", password = "postgres")
+cfg <- lnk_config("default"); loaded <- suppressWarnings(lnk_load_overrides(cfg))
+calib <- dbGetQuery(conn, "SELECT DISTINCT watershed_group_code FROM fresh_default.streams")[[1]]
+covered <- dbGetQuery(conn, "
+  SELECT DISTINCT s.watershed_group_code FROM whse_basemapping.fwa_stream_networks_sp s
+  JOIN whse_basemapping.fwa_stream_networks_discharge d USING (linear_feature_id)
+  WHERE d.mad_m3s IS NOT NULL")[[1]]
+p <- as.data.frame(loaded$wsg_species_presence); names(p) <- tolower(names(p))
+species <- c("BT", "GR", "KO", "RB")
+pres <- lapply(setNames(species, species), function(sp) toupper(p$watershed_group_code[p[[tolower(sp)]] %in% "t"]))
+pool <- lnk_species_pooling(loaded, aoi = sort(unique(unlist(pres))), species = species)
+spec <- unique(rbind(pool[, c("watershed_group_code", "species_code", "obs_species")],
+  do.call(rbind, lapply(species, function(sp)
+    data.frame(watershed_group_code = pres[[sp]], species_code = sp, obs_species = sp)))))
+spec <- spec[mapply(function(w, sp) w %in% pres[[sp]], spec$watershed_group_code, spec$species_code), ]
+dbWriteTable(conn, "pw_spec", spec, temporary = TRUE, overwrite = TRUE)
+o <- dbGetQuery(conn, "
+ SELECT sp.species_code, min(o.watershed_group_code) AS watershed_group_code,
+   min(d.mad_m3s) AS mad,
+   coalesce(bool_or(o.activity_code ~ '\\m(SPL|SPM|S)\\M' OR o.activity ~ 'Spawning'), false) AS is_spawn,
+   coalesce(bool_or(o.activity_code ~ '\\m(R|REA)\\M' OR o.activity ~ 'Rearing' OR o.life_stage ~ 'Fry|Parr|Juvenile'), false) AS is_rear
+ FROM bcfishobs.observations o
+ JOIN pg_temp.pw_spec sp ON sp.watershed_group_code = o.watershed_group_code AND sp.obs_species = o.species_code
+ JOIN whse_basemapping.fwa_stream_networks_sp s ON s.blue_line_key = o.blue_line_key
+   AND o.downstream_route_measure >= s.downstream_route_measure AND o.downstream_route_measure < s.upstream_route_measure
+ LEFT JOIN whse_basemapping.fwa_stream_networks_discharge d ON d.linear_feature_id = s.linear_feature_id
+ WHERE left(o.match_type,1) IN ('A','B') AND coalesce(o.source,'') NOT LIKE 'Releases Database%'
+ GROUP BY sp.species_code, o.blue_line_key, round(o.downstream_route_measure)")
+# ladder: species, stage the step is read on, P02, P05, P10 (floored)
+lad <- data.frame(
+  ladder = c("BT rear", "BT spawn", "GR rear", "GR spawn", "RB rear", "RB spawn", "KO spawn"),
+  sp = c("BT", "BT", "GR", "GR", "RB", "RB", "KO"),
+  stage = c("any", "any", "any", "any", "any", "spawn", "spawn"),
+  p02 = c(0.0085, 0.0085, 0.0026, 0.0025, 0.0048, 0.0055, 0.51),
+  p05 = c(0.027, 0.027, 0.095, 0.095, 0.0094, 0.011, 0.57),
+  p10 = c(0.078, 0.078, 0.97, 0.96, 0.019, 0.05, 0.66))
+cnt <- function(sel) {
+  t(sapply(seq_len(nrow(lad)), function(i) {
+    L <- lad[i, ]
+    d <- o[sel & o$species_code == L$sp & !is.na(o$mad), ]
+    if (L$stage == "spawn") d <- d[d$is_spawn, ]
+    c(p10_to_p05 = sum(d$mad >= L$p05 & d$mad < L$p10),
+      p05_to_p02 = sum(d$mad >= L$p02 & d$mad < L$p05))
+  })) |> `rownames<-`(lad$ladder)
+}
+heldout_pool <- setdiff(covered, calib)
+cat("covered WSGs:", length(covered), "; calibration:", length(calib), "\n")
+for (sp in species) cat(sp, "present, covered, non-calibration:", length(intersect(pres[[sp]], heldout_pool)),
+                        "; calibration:", length(intersect(pres[[sp]], calib)), "\n")
+cat("\nall covered non-calibration WSGs:\n"); print(cnt(o$watershed_group_code %in% heldout_pool))
+cat("\ncalibration WSGs:\n"); print(cnt(o$watershed_group_code %in% calib))
+cat("\ndensest covered non-calibration WSGs per ladder, both windows together:\n")
+for (i in seq_len(nrow(lad))) {
+  L <- lad[i, ]
+  d <- o[o$watershed_group_code %in% heldout_pool & o$species_code == L$sp & !is.na(o$mad) &
+           o$mad >= L$p02 & o$mad < L$p10, ]
+  if (L$stage == "spawn") d <- d[d$is_spawn, ]
+  t <- sort(table(d$watershed_group_code), decreasing = TRUE)[1:10]
+  cat(" ", L$ladder, ":", paste(names(t), t), "\n")
+}
+
+# The held-out set chosen from the densest WSGs above, leaving out HERR and LNTH,
+# whose drainage closures pull in the upper Fraser (36 closure WSGs with them).
+held <- list(BT = c("REVL", "ELKR", "KOTR", "UARL", "MURR", "UBTN", "LHAF"),
+             GR = c("UBTN", "MURR", "LHAF"),
+             RB = c("SIML", "OKAN", "KETL", "ELKR", "REVL", "KOTR"))
+cat("\nchosen held-out set (wsg_roles_302.csv):\n")
+print(do.call(rbind, lapply(seq_len(nrow(lad)), function(i) {
+  L <- lad[i, ]; if (!L$sp %in% names(held)) return(NULL)
+  cnt(o$watershed_group_code %in% held[[L$sp]])[i, , drop = FALSE]
+})))
diff --git a/data-raw/logs/habitat_score_302/power_windows.txt b/data-raw/logs/habitat_score_302/power_windows.txt
new file mode 100644
index 00000000..9de91483
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/power_windows.txt
@@ -0,0 +1,43 @@
+covered WSGs: 123 ; calibration: 55 
+BT present, covered, non-calibration: 60 ; calibration: 52 
+GR present, covered, non-calibration: 20 ; calibration: 19 
+KO present, covered, non-calibration: 0 ; calibration: 4 
+RB present, covered, non-calibration: 71 ; calibration: 55 
+
+all covered non-calibration WSGs:
+         p10_to_p05 p05_to_p02
+BT rear         141         70
+BT spawn        141         70
+GR rear         100         65
+GR spawn        100         65
+RB rear         419        221
+RB spawn        128         27
+KO spawn          0          0
+
+calibration WSGs:
+         p10_to_p05 p05_to_p02
+BT rear         147         93
+BT spawn        147         93
+GR rear          31         20
+GR spawn         31         20
+RB rear         416        223
+RB spawn         15          3
+KO spawn          2          0
+
+densest covered non-calibration WSGs per ladder, both windows together:
+  BT rear : HERR 46 REVL 26 ELKR 17 KOTR 17 UHAF 12 MURR 11 DRIR 8 UARL 8 CARR 7 USHU 7 
+  BT spawn : HERR 46 REVL 26 ELKR 17 KOTR 17 UHAF 12 MURR 11 DRIR 8 UARL 8 CARR 7 USHU 7 
+  GR rear : UBTN 45 MURR 36 LHAF 35 USIK 14 KISK 13 LSIK 10 MILL 5 UHAF 4 GATA 2 KAHN 1 
+  GR spawn : UBTN 45 MURR 36 LHAF 35 USIK 14 KISK 13 LSIK 10 MILL 5 UHAF 4 GATA 2 KAHN 1 
+  RB rear : SIML 63 OKAN 57 KETL 44 LNTH 39 MAHD 26 QUES 26 USHU 25 NAZR 23 MIDR 22 TAKL 19 
+  RB spawn : OKAN 28 SIML 28 KETL 27 LNTH 16 USHU 16 STUL 4 CARR 3 BONP 2 DEAD 2 GUIC 2 
+  KO spawn :  NA  NA  NA  NA  NA  NA  NA  NA  NA  NA 
+
+chosen held-out set (wsg_roles_302.csv):
+         p10_to_p05 p05_to_p02
+BT rear          67         14
+BT spawn         67         14
+GR rear          71         45
+GR spawn         71         45
+RB rear         103         64
+RB spawn         68         15
diff --git a/data-raw/logs/habitat_score_302/score_20261002.log b/data-raw/logs/habitat_score_302/score_20261002.log
new file mode 100644
index 00000000..2e6abf5e
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/score_20261002.log
@@ -0,0 +1,41 @@
+no FISS absence rule for: GR, RB; not assessed
+11:13:18 validating default (score302_default), buffer 0 m
+11:13:45 validating default (score302_default), buffer 100 m
+11:14:09 validating bt_rear_mad_p10 (score302_bt_rear_mad_p10), buffer 0 m
+11:14:20 validating bt_rear_mad_p10 (score302_bt_rear_mad_p10), buffer 100 m
+11:14:30 validating bt_rear_mad_p05 (score302_bt_rear_mad_p05), buffer 0 m
+11:14:41 validating bt_rear_mad_p05 (score302_bt_rear_mad_p05), buffer 100 m
+11:14:50 validating bt_rear_mad_p02 (score302_bt_rear_mad_p02), buffer 0 m
+11:15:01 validating bt_rear_mad_p02 (score302_bt_rear_mad_p02), buffer 100 m
+11:15:11 validating bt_spawn_mad_p10 (score302_bt_spawn_mad_p10), buffer 0 m
+11:15:22 validating bt_spawn_mad_p10 (score302_bt_spawn_mad_p10), buffer 100 m
+11:15:32 validating bt_spawn_mad_p05 (score302_bt_spawn_mad_p05), buffer 0 m
+11:15:43 validating bt_spawn_mad_p05 (score302_bt_spawn_mad_p05), buffer 100 m
+11:15:53 validating bt_spawn_mad_p02 (score302_bt_spawn_mad_p02), buffer 0 m
+11:16:04 validating bt_spawn_mad_p02 (score302_bt_spawn_mad_p02), buffer 100 m
+11:16:13 validating gr_rear_mad_p10 (score302_gr_rear_mad_p10), buffer 0 m
+11:16:16 validating gr_rear_mad_p10 (score302_gr_rear_mad_p10), buffer 100 m
+11:16:18 validating gr_rear_mad_p05 (score302_gr_rear_mad_p05), buffer 0 m
+11:16:21 validating gr_rear_mad_p05 (score302_gr_rear_mad_p05), buffer 100 m
+11:16:24 validating gr_rear_mad_p02 (score302_gr_rear_mad_p02), buffer 0 m
+11:16:26 validating gr_rear_mad_p02 (score302_gr_rear_mad_p02), buffer 100 m
+11:16:29 validating gr_spawn_mad_p10 (score302_gr_spawn_mad_p10), buffer 0 m
+11:16:32 validating gr_spawn_mad_p10 (score302_gr_spawn_mad_p10), buffer 100 m
+11:16:34 validating gr_spawn_mad_p05 (score302_gr_spawn_mad_p05), buffer 0 m
+11:16:37 validating gr_spawn_mad_p05 (score302_gr_spawn_mad_p05), buffer 100 m
+11:16:39 validating gr_spawn_mad_p02 (score302_gr_spawn_mad_p02), buffer 0 m
+11:16:42 validating gr_spawn_mad_p02 (score302_gr_spawn_mad_p02), buffer 100 m
+11:16:44 validating rb_rear_mad_p10 (score302_rb_rear_mad_p10), buffer 0 m
+11:16:57 validating rb_rear_mad_p10 (score302_rb_rear_mad_p10), buffer 100 m
+11:17:07 validating rb_rear_mad_p05 (score302_rb_rear_mad_p05), buffer 0 m
+11:17:19 validating rb_rear_mad_p05 (score302_rb_rear_mad_p05), buffer 100 m
+11:17:29 validating rb_rear_mad_p02 (score302_rb_rear_mad_p02), buffer 0 m
+11:17:41 validating rb_rear_mad_p02 (score302_rb_rear_mad_p02), buffer 100 m
+11:17:51 validating rb_spawn_mad_p10 (score302_rb_spawn_mad_p10), buffer 0 m
+11:18:04 validating rb_spawn_mad_p10 (score302_rb_spawn_mad_p10), buffer 100 m
+11:18:14 validating rb_spawn_mad_p05 (score302_rb_spawn_mad_p05), buffer 0 m
+11:18:26 validating rb_spawn_mad_p05 (score302_rb_spawn_mad_p05), buffer 100 m
+11:18:36 validating rb_spawn_mad_p02 (score302_rb_spawn_mad_p02), buffer 0 m
+11:18:47 validating rb_spawn_mad_p02 (score302_rb_spawn_mad_p02), buffer 100 m
+habitat moved against the step direction (km): bt_rear_mad_p02 1.621, bt_rear_mad_p05 3.455, bt_spawn_mad_p02 0, bt_spawn_mad_p05 0, gr_rear_mad_p02 0, gr_rear_mad_p05 0, gr_spawn_mad_p02 0, gr_spawn_mad_p05 0, rb_rear_mad_p02 0, rb_rear_mad_p05 0, rb_spawn_mad_p02 0, rb_spawn_mad_p05 0
+11:24:17 wrote data-raw/logs/habitat_score_302
diff --git a/data-raw/logs/habitat_score_302/stamp_build.txt b/data-raw/logs/habitat_score_302/stamp_build.txt
new file mode 100644
index 00000000..6b8df4a1
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/stamp_build.txt
@@ -0,0 +1,22 @@
+---
+date: 2026-10-02 08:46 PDT
+step: all; focal: LHAF; variants: default,bt_rear_mad_p10,bt_rear_mad_p05,bt_rear_mad_p02,bt_spawn_mad_p10,bt_spawn_mad_p05,bt_spawn_mad_p02,gr_rear_mad_p10,gr_rear_mad_p05,gr_rear_mad_p02,gr_spawn_mad_p10,gr_spawn_mad_p05,gr_spawn_mad_p02,rb_rear_mad_p10,rb_rear_mad_p05,rb_rear_mad_p02,rb_spawn_mad_p10,rb_spawn_mad_p05,rb_spawn_mad_p02
+link: 0.56.0 @ c2fed37 (at launch)
+variants: data-raw/habitat_score/variants_302.csv (md5 8fb4319448c8770a104865b5ef878538); roles: data-raw/habitat_score/wsg_roles_302.csv (md5 30362be574435565700853e93830a58c)
+fresh: 0.36.2 @ e3a37f031cca31ccfab59f47d6e19dde4083cca5
+db: docker fwapg localhost:5432
+base run_uid(s) in score302_default.log: none
+bcfishobs.observations rows: 373050
+thresholds sha256 (12): default=7b904a18c29c, bt_rear_mad_p10=5edb649ad09e, bt_rear_mad_p05=6596c8fd33e1, bt_rear_mad_p02=ecfb429ec613, bt_spawn_mad_p10=ba9076accd45, bt_spawn_mad_p05=6596c8fd33e1, bt_spawn_mad_p02=5f89ccebed36, gr_rear_mad_p10=51159162d808, gr_rear_mad_p05=70c8fc91b06c, gr_rear_mad_p02=346d5023f95e, gr_spawn_mad_p10=c5ea280e19dc, gr_spawn_mad_p05=70c8fc91b06c, gr_spawn_mad_p02=2b9aed5cd157, rb_rear_mad_p10=7760f013a619, rb_rear_mad_p05=529bc0339450, rb_rear_mad_p02=1b776fe00e92, rb_spawn_mad_p10=489c09386d56, rb_spawn_mad_p05=529bc0339450, rb_spawn_mad_p02=42131b3a3d19
+
+---
+date: 2026-10-02 11:12 PDT
+step: all; focal: REVL,ELKR,KOTR,UARL,MURR,UBTN,LHAF,PARS,KOTL,SIML,OKAN,KETL; variants: default,bt_rear_mad_p10,bt_rear_mad_p05,bt_rear_mad_p02,bt_spawn_mad_p10,bt_spawn_mad_p05,bt_spawn_mad_p02,gr_rear_mad_p10,gr_rear_mad_p05,gr_rear_mad_p02,gr_spawn_mad_p10,gr_spawn_mad_p05,gr_spawn_mad_p02,rb_rear_mad_p10,rb_rear_mad_p05,rb_rear_mad_p02,rb_spawn_mad_p10,rb_spawn_mad_p05,rb_spawn_mad_p02
+link: 0.56.0 @ c2fed37 (at launch)
+variants: data-raw/habitat_score/variants_302.csv (md5 8fb4319448c8770a104865b5ef878538); roles: data-raw/habitat_score/wsg_roles_302.csv (md5 30362be574435565700853e93830a58c)
+fresh: 0.36.2 @ e3a37f031cca31ccfab59f47d6e19dde4083cca5
+db: docker fwapg localhost:5432
+base run_uid(s) in score302_default.log: none
+bcfishobs.observations rows: 373050
+thresholds sha256 (12): default=7b904a18c29c, bt_rear_mad_p10=5edb649ad09e, bt_rear_mad_p05=6596c8fd33e1, bt_rear_mad_p02=ecfb429ec613, bt_spawn_mad_p10=ba9076accd45, bt_spawn_mad_p05=6596c8fd33e1, bt_spawn_mad_p02=5f89ccebed36, gr_rear_mad_p10=51159162d808, gr_rear_mad_p05=70c8fc91b06c, gr_rear_mad_p02=346d5023f95e, gr_spawn_mad_p10=c5ea280e19dc, gr_spawn_mad_p05=70c8fc91b06c, gr_spawn_mad_p02=2b9aed5cd157, rb_rear_mad_p10=7760f013a619, rb_rear_mad_p05=529bc0339450, rb_rear_mad_p02=1b776fe00e92, rb_spawn_mad_p10=489c09386d56, rb_spawn_mad_p05=529bc0339450, rb_spawn_mad_p02=42131b3a3d19
+
diff --git a/data-raw/logs/habitat_score_302/stamp_score.txt b/data-raw/logs/habitat_score_302/stamp_score.txt
new file mode 100644
index 00000000..50ed5a16
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/stamp_score.txt
@@ -0,0 +1,30 @@
+date: 2026-10-02 11:24 PDT
+link: 0.56.0 @ c2fed37 (at launch)
+fresh: 0.36.2 @ e3a37f031cca31ccfab59f47d6e19dde4083cca5
+db: docker fwapg localhost:5432
+variants: data-raw/habitat_score/variants_302.csv (md5 8fb4319448c8770a104865b5ef878538): default,bt_rear_mad_p10,bt_rear_mad_p05,bt_rear_mad_p02,bt_spawn_mad_p10,bt_spawn_mad_p05,bt_spawn_mad_p02,gr_rear_mad_p10,gr_rear_mad_p05,gr_rear_mad_p02,gr_spawn_mad_p10,gr_spawn_mad_p05,gr_spawn_mad_p02,rb_rear_mad_p10,rb_rear_mad_p05,rb_rear_mad_p02,rb_spawn_mad_p10,rb_spawn_mad_p05,rb_spawn_mad_p02
+roles: data-raw/habitat_score/wsg_roles_302.csv (md5 30362be574435565700853e93830a58c)
+built default: thresholds sha256 7b904a18c29c; link c2fed37; 12 WSGs, 2026-10-02 09:43:59 PDT to 2026-10-02 09:56:57 PDT
+built bt_rear_mad_p10: thresholds sha256 5edb649ad09e; link c2fed37; 9 WSGs, 2026-10-02 09:57:20 PDT to 2026-10-02 10:04:11 PDT
+built bt_rear_mad_p05: thresholds sha256 6596c8fd33e1; link c2fed37; 9 WSGs, 2026-10-02 10:04:37 PDT to 2026-10-02 10:12:05 PDT
+built bt_rear_mad_p02: thresholds sha256 ecfb429ec613; link c2fed37; 9 WSGs, 2026-10-02 10:12:33 PDT to 2026-10-02 10:20:45 PDT
+built bt_spawn_mad_p10: thresholds sha256 ba9076accd45; link c2fed37; 9 WSGs, 2026-10-02 10:21:10 PDT to 2026-10-02 10:28:35 PDT
+built bt_spawn_mad_p05: thresholds sha256 6596c8fd33e1; link c2fed37; 9 WSGs, 2026-10-02 10:29:00 PDT to 2026-10-02 10:36:26 PDT
+built bt_spawn_mad_p02: thresholds sha256 5f89ccebed36; link c2fed37; 9 WSGs, 2026-10-02 10:36:51 PDT to 2026-10-02 10:44:40 PDT
+built gr_rear_mad_p10: thresholds sha256 51159162d808; link c2fed37; 4 WSGs, 2026-10-02 10:44:54 PDT to 2026-10-02 10:45:27 PDT
+built gr_rear_mad_p05: thresholds sha256 70c8fc91b06c; link c2fed37; 4 WSGs, 2026-10-02 10:45:43 PDT to 2026-10-02 10:46:25 PDT
+built gr_rear_mad_p02: thresholds sha256 346d5023f95e; link c2fed37; 4 WSGs, 2026-10-02 10:46:52 PDT to 2026-10-02 10:48:20 PDT
+built gr_spawn_mad_p10: thresholds sha256 c5ea280e19dc; link c2fed37; 4 WSGs, 2026-10-02 10:48:37 PDT to 2026-10-02 10:49:18 PDT
+built gr_spawn_mad_p05: thresholds sha256 70c8fc91b06c; link c2fed37; 4 WSGs, 2026-10-02 10:49:33 PDT to 2026-10-02 10:50:15 PDT
+built gr_spawn_mad_p02: thresholds sha256 2b9aed5cd157; link c2fed37; 4 WSGs, 2026-10-02 10:50:31 PDT to 2026-10-02 10:51:16 PDT
+built rb_rear_mad_p10: thresholds sha256 7760f013a619; link c2fed37; 8 WSGs, 2026-10-02 10:51:28 PDT to 2026-10-02 10:54:43 PDT
+built rb_rear_mad_p05: thresholds sha256 529bc0339450; link c2fed37; 8 WSGs, 2026-10-02 10:54:54 PDT to 2026-10-02 10:58:11 PDT
+built rb_rear_mad_p02: thresholds sha256 1b776fe00e92; link c2fed37; 8 WSGs, 2026-10-02 10:58:22 PDT to 2026-10-02 11:01:38 PDT
+built rb_spawn_mad_p10: thresholds sha256 489c09386d56; link c2fed37; 8 WSGs, 2026-10-02 11:01:49 PDT to 2026-10-02 11:05:09 PDT
+built rb_spawn_mad_p05: thresholds sha256 529bc0339450; link c2fed37; 8 WSGs, 2026-10-02 11:05:20 PDT to 2026-10-02 11:08:33 PDT
+built rb_spawn_mad_p02: thresholds sha256 42131b3a3d19; link c2fed37; 8 WSGs, 2026-10-02 11:08:45 PDT to 2026-10-02 11:12:03 PDT
+focal: REVL,ELKR,KOTR,UARL,MURR,UBTN,LHAF,PARS,KOTL,SIML,OKAN,KETL; species: BT,GR,RB; buffers: 0,100 m
+rule: n_band >= 10 and density_ratio >= 0.5 on held-out WSGs; floor of record: expected
+pooling: default species_pooling.csv (sha256 9c42964e0469): 11 WSG x species pairs pooled (BT<-DV)
+bcfishobs.observations rows: 373050
+absences: FISS snapshots COTR,LNTH,PINE,UNTH,UPCE; knowledge @ 37355a5
diff --git a/data-raw/logs/habitat_score_302/summary.csv b/data-raw/logs/habitat_score_302/summary.csv
new file mode 100644
index 00000000..34b390c3
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/summary.csv
@@ -0,0 +1,973 @@
+"variant","schema","config_name","buffer_m","overlay_applied","watershed_group_code","species_code","stage","n_obs","n_unattached","n_accessible","n_inaccessible","n_spawning","n_rearing","n_rearing_any","n_habitat","share_accessible","share_spawning","share_rearing","share_rearing_any","share_habitat","n_in_uhc_spawn","n_in_uhc_rear","n_obs_outside_uhc_spawn","n_spawning_outside_uhc","n_obs_outside_uhc_rear","n_rearing_any_outside_uhc","share_spawning_outside_uhc","share_rearing_any_outside_uhc","accessible_km","spawning_km","rearing_km","n_absence","n_absence_accessible","n_absence_spawning","n_absence_rearing","n_absence_rearing_any","run_logged","model"
+"default","score302_default","default",0,TRUE,"ELKR","BT","any",582,0,578,4,515,563,564,564,0.993127147766323,0.884879725085911,0.967353951890034,0.969072164948454,0.969072164948454,0,0,582,515,582,564,0.884879725085911,0.969072164948454,4325.16,1536.59,2122.71,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"ELKR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1536.59,2122.71,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"ELKR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1536.59,2122.71,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"ELKR","GR","any",1,0,0,1,1,1,1,1,0,1,1,1,1,0,0,1,1,1,1,1,1,,815.34,1081.79,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"ELKR","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,,815.34,1081.79,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"ELKR","GR","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,,815.34,1081.79,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"ELKR","RB","any",34,0,33,1,27,33,33,33,0.970588235294118,0.794117647058823,0.970588235294118,0.970588235294118,0.970588235294118,0,0,34,27,34,33,0.794117647058823,0.970588235294118,2515.89,1356.23,1810.55,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"ELKR","RB","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2515.89,1356.23,1810.55,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"ELKR","RB","rear",11,0,11,0,9,11,11,11,1,0.818181818181818,1,1,1,0,0,11,9,11,11,0.818181818181818,1,2515.89,1356.23,1810.55,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"KETL","BT","any",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,,,,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"KETL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,,,,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"KETL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,,,,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"KETL","GR","any",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,,,,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"KETL","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,,,,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"KETL","GR","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,,,,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"KETL","RB","any",456,0,393,63,222,299,316,316,0.861842105263158,0.486842105263158,0.655701754385965,0.692982456140351,0.692982456140351,0,0,456,222,456,316,0.486842105263158,0.692982456140351,5792.57,1457.09,2290.4,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"KETL","RB","spawn",61,0,55,6,22,28,45,45,0.901639344262295,0.360655737704918,0.459016393442623,0.737704918032787,0.737704918032787,0,0,61,22,61,45,0.360655737704918,0.737704918032787,5792.57,1457.09,2290.4,,,,,,TRUE,"cw"
+"default","score302_default","default",0,TRUE,"KETL","RB","rear",217,0,184,33,92,139,141,141,0.847926267281106,0.423963133640553,0.640552995391705,0.649769585253456,0.649769585253456,0,0,217,92,217,141,0.423963133640553,0.649769585253456,5792.57,1457.09,2290.4,,,,,,TRUE,"cw"
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+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"LHAF","BT","any",121,0,121,0,35,41,41,42,1,0.289256198347107,0.338842975206612,0.338842975206612,0.347107438016529,0,0,121,35,121,41,0.289256198347107,0.338842975206612,7612.75,1359.8,1431.68,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"LHAF","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,1431.68,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"LHAF","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,1431.68,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"MURR","BT","any",263,0,260,3,245,243,245,252,0.988593155893536,0.931558935361217,0.923954372623574,0.931558935361217,0.958174904942966,0,0,263,245,263,245,0.931558935361217,0.931558935361217,6111.15,1528.61,1588.81,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"MURR","BT","spawn",3,0,3,0,3,3,3,3,1,1,1,1,1,0,0,3,3,3,3,1,1,6111.15,1528.61,1588.81,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"MURR","BT","rear",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,6111.15,1528.61,1588.81,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"PARS","BT","any",281,0,281,0,232,254,254,257,1,0.825622775800712,0.903914590747331,0.903914590747331,0.914590747330961,0,0,281,232,281,254,0.825622775800712,0.903914590747331,6883.03,1939.78,2239.41,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"PARS","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,2239.41,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"PARS","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,2239.41,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"REVL","BT","any",308,0,300,8,95,125,128,140,0.974025974025974,0.308441558441558,0.405844155844156,0.415584415584416,0.454545454545455,0,0,308,95,308,128,0.308441558441558,0.415584415584416,1133.38,448.16,565.83,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"REVL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,565.83,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"REVL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,565.83,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"UARL","BT","any",242,0,240,2,115,160,160,162,0.991735537190083,0.475206611570248,0.661157024793388,0.661157024793388,0.669421487603306,0,0,242,115,242,160,0.475206611570248,0.661157024793388,1913.74,619.92,809.52,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"UARL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,809.52,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"UARL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,809.52,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"UBTN","BT","any",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,8292.29,1371.33,1432.43,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"UBTN","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,1432.43,,,,,,FALSE,"mad"
+"bt_rear_mad_p10","score302_bt_rear_mad_p10","bt_rear_mad_p10",100,TRUE,"UBTN","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,1432.43,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"ELKR","BT","any",582,0,578,4,513,561,562,562,0.993127147766323,0.881443298969072,0.963917525773196,0.965635738831615,0.965635738831615,0,0,582,513,582,562,0.881443298969072,0.965635738831615,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"ELKR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"ELKR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"KOTL","BT","any",206,0,203,3,114,164,173,173,0.985436893203884,0.553398058252427,0.796116504854369,0.839805825242718,0.839805825242718,0,0,206,114,206,173,0.553398058252427,0.839805825242718,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"KOTL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"KOTL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"KOTR","BT","any",184,0,183,1,139,166,166,166,0.994565217391304,0.755434782608696,0.902173913043478,0.902173913043478,0.902173913043478,0,0,184,139,184,166,0.755434782608696,0.902173913043478,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"KOTR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"KOTR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"LHAF","BT","any",121,0,121,0,35,42,42,42,1,0.289256198347107,0.347107438016529,0.347107438016529,0.347107438016529,0,0,121,35,121,42,0.289256198347107,0.347107438016529,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"LHAF","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"LHAF","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"MURR","BT","any",263,0,260,3,240,252,254,254,0.988593155893536,0.91254752851711,0.958174904942966,0.965779467680608,0.965779467680608,0,0,263,240,263,254,0.91254752851711,0.965779467680608,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"MURR","BT","spawn",3,0,3,0,3,3,3,3,1,1,1,1,1,0,0,3,3,3,3,1,1,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"MURR","BT","rear",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"PARS","BT","any",281,0,281,0,229,258,258,258,1,0.814946619217082,0.918149466192171,0.918149466192171,0.918149466192171,0,0,281,229,281,258,0.814946619217082,0.918149466192171,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"PARS","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"PARS","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"REVL","BT","any",308,0,300,8,90,133,137,137,0.974025974025974,0.292207792207792,0.431818181818182,0.444805194805195,0.444805194805195,0,0,308,90,308,137,0.292207792207792,0.444805194805195,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"REVL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"REVL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"UARL","BT","any",242,0,240,2,108,156,158,158,0.991735537190083,0.446280991735537,0.644628099173554,0.652892561983471,0.652892561983471,0,0,242,108,242,158,0.446280991735537,0.652892561983471,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"UARL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"UARL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"UBTN","BT","any",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"UBTN","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",0,TRUE,"UBTN","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"ELKR","BT","any",582,0,578,4,524,565,566,566,0.993127147766323,0.900343642611684,0.970790378006873,0.972508591065292,0.972508591065292,0,0,582,524,582,566,0.900343642611684,0.972508591065292,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"ELKR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"ELKR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"KOTL","BT","any",206,0,203,3,125,171,176,176,0.985436893203884,0.606796116504854,0.830097087378641,0.854368932038835,0.854368932038835,0,0,206,125,206,176,0.606796116504854,0.854368932038835,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"KOTL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"KOTL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"KOTR","BT","any",184,0,183,1,143,169,169,169,0.994565217391304,0.777173913043478,0.918478260869565,0.918478260869565,0.918478260869565,0,0,184,143,184,169,0.777173913043478,0.918478260869565,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"KOTR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"KOTR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"LHAF","BT","any",121,0,121,0,35,42,42,42,1,0.289256198347107,0.347107438016529,0.347107438016529,0.347107438016529,0,0,121,35,121,42,0.289256198347107,0.347107438016529,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"LHAF","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"LHAF","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"MURR","BT","any",263,0,260,3,245,252,254,254,0.988593155893536,0.931558935361217,0.958174904942966,0.965779467680608,0.965779467680608,0,0,263,245,263,254,0.931558935361217,0.965779467680608,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"MURR","BT","spawn",3,0,3,0,3,3,3,3,1,1,1,1,1,0,0,3,3,3,3,1,1,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"MURR","BT","rear",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"PARS","BT","any",281,0,281,0,232,262,262,262,1,0.825622775800712,0.932384341637011,0.932384341637011,0.932384341637011,0,0,281,232,281,262,0.825622775800712,0.932384341637011,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"PARS","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"PARS","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"REVL","BT","any",308,0,300,8,95,138,141,141,0.974025974025974,0.308441558441558,0.448051948051948,0.457792207792208,0.457792207792208,0,0,308,95,308,141,0.308441558441558,0.457792207792208,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"REVL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"REVL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"UARL","BT","any",242,0,240,2,115,163,163,163,0.991735537190083,0.475206611570248,0.673553719008264,0.673553719008264,0.673553719008264,0,0,242,115,242,163,0.475206611570248,0.673553719008264,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"UARL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"UARL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"UBTN","BT","any",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"UBTN","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_rear_mad_p05","score302_bt_rear_mad_p05","bt_rear_mad_p05",100,TRUE,"UBTN","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"ELKR","BT","any",582,0,578,4,513,563,564,564,0.993127147766323,0.881443298969072,0.967353951890034,0.969072164948454,0.969072164948454,0,0,582,513,582,564,0.881443298969072,0.969072164948454,4325.16,1556.86,2387.27,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"ELKR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2387.27,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"ELKR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2387.27,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"KOTL","BT","any",206,0,203,3,114,164,173,173,0.985436893203884,0.553398058252427,0.796116504854369,0.839805825242718,0.839805825242718,0,0,206,114,206,173,0.553398058252427,0.839805825242718,3619.68,1020.3,1730.12,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"KOTL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1730.12,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"KOTL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1730.12,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"KOTR","BT","any",184,0,183,1,139,169,169,169,0.994565217391304,0.755434782608696,0.918478260869565,0.918478260869565,0.918478260869565,0,0,184,139,184,169,0.755434782608696,0.918478260869565,2551.21,930.82,1455.06,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"KOTR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1455.06,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"KOTR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1455.06,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"LHAF","BT","any",121,0,121,0,35,43,43,43,1,0.289256198347107,0.355371900826446,0.355371900826446,0.355371900826446,0,0,121,35,121,43,0.289256198347107,0.355371900826446,7612.75,1359.8,2349.26,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"LHAF","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,2349.26,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"LHAF","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,2349.26,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"MURR","BT","any",263,0,260,3,240,254,256,256,0.988593155893536,0.91254752851711,0.965779467680608,0.973384030418251,0.973384030418251,0,0,263,240,263,256,0.91254752851711,0.973384030418251,6111.15,1528.61,2611.54,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"MURR","BT","spawn",3,0,3,0,3,3,3,3,1,1,1,1,1,0,0,3,3,3,3,1,1,6111.15,1528.61,2611.54,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"MURR","BT","rear",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,6111.15,1528.61,2611.54,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"PARS","BT","any",281,0,281,0,229,261,261,261,1,0.814946619217082,0.928825622775801,0.928825622775801,0.928825622775801,0,0,281,229,281,261,0.814946619217082,0.928825622775801,6883.03,1939.78,3637.61,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"PARS","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,3637.61,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"PARS","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,3637.61,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"REVL","BT","any",308,0,300,8,90,134,138,138,0.974025974025974,0.292207792207792,0.435064935064935,0.448051948051948,0.448051948051948,0,0,308,90,308,138,0.292207792207792,0.448051948051948,1133.38,448.16,644.32,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"REVL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,644.32,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"REVL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,644.32,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"UARL","BT","any",242,0,240,2,108,157,159,159,0.991735537190083,0.446280991735537,0.648760330578512,0.65702479338843,0.65702479338843,0,0,242,108,242,159,0.446280991735537,0.65702479338843,1913.74,619.92,925.22,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"UARL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,925.22,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"UARL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,925.22,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"UBTN","BT","any",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,8292.29,1371.33,2862.15,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"UBTN","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,2862.15,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",0,TRUE,"UBTN","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,2862.15,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"ELKR","BT","any",582,0,578,4,524,567,568,568,0.993127147766323,0.900343642611684,0.974226804123711,0.97594501718213,0.97594501718213,0,0,582,524,582,568,0.900343642611684,0.97594501718213,4325.16,1556.86,2387.27,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"ELKR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2387.27,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"ELKR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2387.27,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"KOTL","BT","any",206,0,203,3,125,171,176,176,0.985436893203884,0.606796116504854,0.830097087378641,0.854368932038835,0.854368932038835,0,0,206,125,206,176,0.606796116504854,0.854368932038835,3619.68,1020.3,1730.12,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"KOTL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1730.12,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"KOTL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1730.12,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"KOTR","BT","any",184,0,183,1,143,171,171,171,0.994565217391304,0.777173913043478,0.929347826086957,0.929347826086957,0.929347826086957,0,0,184,143,184,171,0.777173913043478,0.929347826086957,2551.21,930.82,1455.06,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"KOTR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1455.06,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"KOTR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1455.06,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"LHAF","BT","any",121,0,121,0,35,43,43,43,1,0.289256198347107,0.355371900826446,0.355371900826446,0.355371900826446,0,0,121,35,121,43,0.289256198347107,0.355371900826446,7612.75,1359.8,2349.26,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"LHAF","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,2349.26,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"LHAF","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,2349.26,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"MURR","BT","any",263,0,260,3,245,254,256,256,0.988593155893536,0.931558935361217,0.965779467680608,0.973384030418251,0.973384030418251,0,0,263,245,263,256,0.931558935361217,0.973384030418251,6111.15,1528.61,2611.54,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"MURR","BT","spawn",3,0,3,0,3,3,3,3,1,1,1,1,1,0,0,3,3,3,3,1,1,6111.15,1528.61,2611.54,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"MURR","BT","rear",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,6111.15,1528.61,2611.54,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"PARS","BT","any",281,0,281,0,232,265,265,265,1,0.825622775800712,0.94306049822064,0.94306049822064,0.94306049822064,0,0,281,232,281,265,0.825622775800712,0.94306049822064,6883.03,1939.78,3637.61,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"PARS","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,3637.61,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"PARS","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,3637.61,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"REVL","BT","any",308,0,300,8,95,139,142,142,0.974025974025974,0.308441558441558,0.451298701298701,0.461038961038961,0.461038961038961,0,0,308,95,308,142,0.308441558441558,0.461038961038961,1133.38,448.16,644.32,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"REVL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,644.32,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"REVL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,644.32,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"UARL","BT","any",242,0,240,2,115,164,164,164,0.991735537190083,0.475206611570248,0.677685950413223,0.677685950413223,0.677685950413223,0,0,242,115,242,164,0.475206611570248,0.677685950413223,1913.74,619.92,925.22,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"UARL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,925.22,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"UARL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,925.22,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"UBTN","BT","any",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,8292.29,1371.33,2862.15,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"UBTN","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,2862.15,,,,,,FALSE,"mad"
+"bt_rear_mad_p02","score302_bt_rear_mad_p02","bt_rear_mad_p02",100,TRUE,"UBTN","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,2862.15,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"ELKR","BT","any",582,0,578,4,506,557,558,558,0.993127147766323,0.869415807560137,0.957044673539519,0.958762886597938,0.958762886597938,0,0,582,506,582,558,0.869415807560137,0.958762886597938,4325.16,1383.67,1992.48,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"ELKR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1383.67,1992.48,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"ELKR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1383.67,1992.48,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"KOTL","BT","any",206,0,203,3,114,164,173,173,0.985436893203884,0.553398058252427,0.796116504854369,0.839805825242718,0.839805825242718,0,0,206,114,206,173,0.553398058252427,0.839805825242718,3619.68,918.11,1528.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"KOTL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,918.11,1528.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"KOTL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,918.11,1528.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"KOTR","BT","any",184,0,183,1,136,164,164,164,0.994565217391304,0.739130434782609,0.891304347826087,0.891304347826087,0.891304347826087,0,0,184,136,184,164,0.739130434782609,0.891304347826087,2551.21,840.01,1252.99,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"KOTR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,840.01,1252.99,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"KOTR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,840.01,1252.99,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"LHAF","BT","any",121,0,121,0,34,42,42,42,1,0.28099173553719,0.347107438016529,0.347107438016529,0.347107438016529,0,0,121,34,121,42,0.28099173553719,0.347107438016529,7612.75,1086.4,1792.65,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"LHAF","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1086.4,1792.65,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"LHAF","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1086.4,1792.65,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"MURR","BT","any",263,0,260,3,234,252,254,254,0.988593155893536,0.889733840304182,0.958174904942966,0.965779467680608,0.965779467680608,0,0,263,234,263,254,0.889733840304182,0.965779467680608,6111.15,1209.23,1950.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"MURR","BT","spawn",3,0,3,0,3,3,3,3,1,1,1,1,1,0,0,3,3,3,3,1,1,6111.15,1209.23,1950.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"MURR","BT","rear",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,6111.15,1209.23,1950.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"PARS","BT","any",281,0,281,0,225,255,255,255,1,0.800711743772242,0.907473309608541,0.907473309608541,0.907473309608541,0,0,281,225,281,255,0.800711743772242,0.907473309608541,6883.03,1566.02,2731.56,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"PARS","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1566.02,2731.56,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"PARS","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1566.02,2731.56,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"REVL","BT","any",308,0,300,8,79,133,137,137,0.974025974025974,0.256493506493506,0.431818181818182,0.444805194805195,0.444805194805195,0,0,308,79,308,137,0.256493506493506,0.444805194805195,1133.38,421.81,596.72,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"REVL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,421.81,596.72,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"REVL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,421.81,596.72,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"UARL","BT","any",242,0,240,2,106,155,157,157,0.991735537190083,0.43801652892562,0.640495867768595,0.648760330578512,0.648760330578512,0,0,242,106,242,157,0.43801652892562,0.648760330578512,1913.74,571.12,857.83,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"UARL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,571.12,857.83,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"UARL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,571.12,857.83,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"UBTN","BT","any",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,8292.29,863.85,1771.7,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"UBTN","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,863.85,1771.7,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",0,TRUE,"UBTN","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,863.85,1771.7,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"ELKR","BT","any",582,0,578,4,517,561,562,562,0.993127147766323,0.888316151202749,0.963917525773196,0.965635738831615,0.965635738831615,0,0,582,517,582,562,0.888316151202749,0.965635738831615,4325.16,1383.67,1992.48,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"ELKR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1383.67,1992.48,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"ELKR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1383.67,1992.48,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"KOTL","BT","any",206,0,203,3,125,170,175,175,0.985436893203884,0.606796116504854,0.825242718446602,0.849514563106796,0.849514563106796,0,0,206,125,206,175,0.606796116504854,0.849514563106796,3619.68,918.11,1528.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"KOTL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,918.11,1528.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"KOTL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,918.11,1528.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"KOTR","BT","any",184,0,183,1,139,166,166,166,0.994565217391304,0.755434782608696,0.902173913043478,0.902173913043478,0.902173913043478,0,0,184,139,184,166,0.755434782608696,0.902173913043478,2551.21,840.01,1252.99,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"KOTR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,840.01,1252.99,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"KOTR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,840.01,1252.99,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"LHAF","BT","any",121,0,121,0,34,42,42,42,1,0.28099173553719,0.347107438016529,0.347107438016529,0.347107438016529,0,0,121,34,121,42,0.28099173553719,0.347107438016529,7612.75,1086.4,1792.65,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"LHAF","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1086.4,1792.65,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"LHAF","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1086.4,1792.65,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"MURR","BT","any",263,0,260,3,238,252,254,254,0.988593155893536,0.904942965779468,0.958174904942966,0.965779467680608,0.965779467680608,0,0,263,238,263,254,0.904942965779468,0.965779467680608,6111.15,1209.23,1950.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"MURR","BT","spawn",3,0,3,0,3,3,3,3,1,1,1,1,1,0,0,3,3,3,3,1,1,6111.15,1209.23,1950.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"MURR","BT","rear",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,6111.15,1209.23,1950.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"PARS","BT","any",281,0,281,0,228,259,259,259,1,0.811387900355872,0.921708185053381,0.921708185053381,0.921708185053381,0,0,281,228,281,259,0.811387900355872,0.921708185053381,6883.03,1566.02,2731.56,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"PARS","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1566.02,2731.56,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"PARS","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1566.02,2731.56,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"REVL","BT","any",308,0,300,8,83,137,140,140,0.974025974025974,0.26948051948052,0.444805194805195,0.454545454545455,0.454545454545455,0,0,308,83,308,140,0.26948051948052,0.454545454545455,1133.38,421.81,596.72,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"REVL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,421.81,596.72,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"REVL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,421.81,596.72,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"UARL","BT","any",242,0,240,2,113,162,162,162,0.991735537190083,0.466942148760331,0.669421487603306,0.669421487603306,0.669421487603306,0,0,242,113,242,162,0.466942148760331,0.669421487603306,1913.74,571.12,857.83,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"UARL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,571.12,857.83,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"UARL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,571.12,857.83,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"UBTN","BT","any",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,8292.29,863.85,1771.7,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"UBTN","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,863.85,1771.7,,,,,,FALSE,"mad"
+"bt_spawn_mad_p10","score302_bt_spawn_mad_p10","bt_spawn_mad_p10",100,TRUE,"UBTN","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,863.85,1771.7,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"ELKR","BT","any",582,0,578,4,513,561,562,562,0.993127147766323,0.881443298969072,0.963917525773196,0.965635738831615,0.965635738831615,0,0,582,513,582,562,0.881443298969072,0.965635738831615,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"ELKR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"ELKR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"KOTL","BT","any",206,0,203,3,114,164,173,173,0.985436893203884,0.553398058252427,0.796116504854369,0.839805825242718,0.839805825242718,0,0,206,114,206,173,0.553398058252427,0.839805825242718,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"KOTL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"KOTL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"KOTR","BT","any",184,0,183,1,139,166,166,166,0.994565217391304,0.755434782608696,0.902173913043478,0.902173913043478,0.902173913043478,0,0,184,139,184,166,0.755434782608696,0.902173913043478,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"KOTR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"KOTR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"LHAF","BT","any",121,0,121,0,35,42,42,42,1,0.289256198347107,0.347107438016529,0.347107438016529,0.347107438016529,0,0,121,35,121,42,0.289256198347107,0.347107438016529,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"LHAF","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"LHAF","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"MURR","BT","any",263,0,260,3,240,252,254,254,0.988593155893536,0.91254752851711,0.958174904942966,0.965779467680608,0.965779467680608,0,0,263,240,263,254,0.91254752851711,0.965779467680608,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"MURR","BT","spawn",3,0,3,0,3,3,3,3,1,1,1,1,1,0,0,3,3,3,3,1,1,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"MURR","BT","rear",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"PARS","BT","any",281,0,281,0,229,258,258,258,1,0.814946619217082,0.918149466192171,0.918149466192171,0.918149466192171,0,0,281,229,281,258,0.814946619217082,0.918149466192171,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"PARS","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"PARS","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"REVL","BT","any",308,0,300,8,90,133,137,137,0.974025974025974,0.292207792207792,0.431818181818182,0.444805194805195,0.444805194805195,0,0,308,90,308,137,0.292207792207792,0.444805194805195,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"REVL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"REVL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"UARL","BT","any",242,0,240,2,108,156,158,158,0.991735537190083,0.446280991735537,0.644628099173554,0.652892561983471,0.652892561983471,0,0,242,108,242,158,0.446280991735537,0.652892561983471,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"UARL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"UARL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"UBTN","BT","any",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"UBTN","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",0,TRUE,"UBTN","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"ELKR","BT","any",582,0,578,4,524,565,566,566,0.993127147766323,0.900343642611684,0.970790378006873,0.972508591065292,0.972508591065292,0,0,582,524,582,566,0.900343642611684,0.972508591065292,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"ELKR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"ELKR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1556.86,2068.1,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"KOTL","BT","any",206,0,203,3,125,171,176,176,0.985436893203884,0.606796116504854,0.830097087378641,0.854368932038835,0.854368932038835,0,0,206,125,206,176,0.606796116504854,0.854368932038835,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"KOTL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"KOTL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1020.3,1578.25,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"KOTR","BT","any",184,0,183,1,143,169,169,169,0.994565217391304,0.777173913043478,0.918478260869565,0.918478260869565,0.918478260869565,0,0,184,143,184,169,0.777173913043478,0.918478260869565,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"KOTR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"KOTR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,930.82,1301.07,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"LHAF","BT","any",121,0,121,0,35,42,42,42,1,0.289256198347107,0.347107438016529,0.347107438016529,0.347107438016529,0,0,121,35,121,42,0.289256198347107,0.347107438016529,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"LHAF","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"LHAF","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1359.8,1855.84,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"MURR","BT","any",263,0,260,3,245,252,254,254,0.988593155893536,0.931558935361217,0.958174904942966,0.965779467680608,0.965779467680608,0,0,263,245,263,254,0.931558935361217,0.965779467680608,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"MURR","BT","spawn",3,0,3,0,3,3,3,3,1,1,1,1,1,0,0,3,3,3,3,1,1,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"MURR","BT","rear",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,6111.15,1528.61,2056.14,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"PARS","BT","any",281,0,281,0,232,262,262,262,1,0.825622775800712,0.932384341637011,0.932384341637011,0.932384341637011,0,0,281,232,281,262,0.825622775800712,0.932384341637011,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"PARS","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"PARS","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,1939.78,2828.63,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"REVL","BT","any",308,0,300,8,95,138,141,141,0.974025974025974,0.308441558441558,0.448051948051948,0.457792207792208,0.457792207792208,0,0,308,95,308,141,0.308441558441558,0.457792207792208,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"REVL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"REVL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,448.16,606.91,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"UARL","BT","any",242,0,240,2,115,163,163,163,0.991735537190083,0.475206611570248,0.673553719008264,0.673553719008264,0.673553719008264,0,0,242,115,242,163,0.475206611570248,0.673553719008264,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"UARL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"UARL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,619.92,881.79,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"UBTN","BT","any",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"UBTN","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_spawn_mad_p05","score302_bt_spawn_mad_p05","bt_spawn_mad_p05",100,TRUE,"UBTN","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,1371.33,1942.64,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"ELKR","BT","any",582,0,578,4,515,562,563,565,0.993127147766323,0.884879725085911,0.965635738831615,0.967353951890034,0.970790378006873,0,0,582,515,582,563,0.884879725085911,0.967353951890034,4325.16,1798.78,2099.2,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"ELKR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1798.78,2099.2,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"ELKR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1798.78,2099.2,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"KOTL","BT","any",206,0,203,3,114,164,173,173,0.985436893203884,0.553398058252427,0.796116504854369,0.839805825242718,0.839805825242718,0,0,206,114,206,173,0.553398058252427,0.839805825242718,3619.68,1134.09,1594.82,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"KOTL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1134.09,1594.82,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"KOTL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1134.09,1594.82,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"KOTR","BT","any",184,0,183,1,142,166,166,169,0.994565217391304,0.771739130434783,0.902173913043478,0.902173913043478,0.918478260869565,0,0,184,142,184,166,0.771739130434783,0.902173913043478,2551.21,1040.12,1318.26,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"KOTR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,1040.12,1318.26,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"KOTR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,1040.12,1318.26,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"LHAF","BT","any",121,0,121,0,36,42,42,43,1,0.297520661157025,0.347107438016529,0.347107438016529,0.355371900826446,0,0,121,36,121,42,0.297520661157025,0.347107438016529,7612.75,1715.73,1901.01,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"LHAF","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1715.73,1901.01,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"LHAF","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1715.73,1901.01,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"MURR","BT","any",263,0,260,3,241,252,254,255,0.988593155893536,0.916349809885932,0.958174904942966,0.965779467680608,0.96958174904943,0,0,263,241,263,254,0.916349809885932,0.965779467680608,6111.15,1924.26,2088.69,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"MURR","BT","spawn",3,0,3,0,3,3,3,3,1,1,1,1,1,0,0,3,3,3,3,1,1,6111.15,1924.26,2088.69,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"MURR","BT","rear",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,6111.15,1924.26,2088.69,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"PARS","BT","any",281,0,281,0,232,258,258,261,1,0.825622775800712,0.918149466192171,0.918149466192171,0.928825622775801,0,0,281,232,281,258,0.825622775800712,0.918149466192171,6883.03,2449.65,2865.3,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"PARS","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,2449.65,2865.3,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"PARS","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,2449.65,2865.3,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"REVL","BT","any",308,0,300,8,90,133,137,137,0.974025974025974,0.292207792207792,0.431818181818182,0.444805194805195,0.444805194805195,0,0,308,90,308,137,0.292207792207792,0.444805194805195,1133.38,476.04,611.89,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"REVL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,476.04,611.89,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"REVL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,476.04,611.89,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"UARL","BT","any",242,0,240,2,108,156,158,158,0.991735537190083,0.446280991735537,0.644628099173554,0.652892561983471,0.652892561983471,0,0,242,108,242,158,0.446280991735537,0.652892561983471,1913.74,655.95,886.45,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"UARL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,655.95,886.45,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"UARL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,655.95,886.45,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"UBTN","BT","any",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,8292.29,2335.07,2028.42,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"UBTN","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,2335.07,2028.42,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",0,TRUE,"UBTN","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,2335.07,2028.42,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"ELKR","BT","any",582,0,578,4,526,567,568,570,0.993127147766323,0.903780068728522,0.974226804123711,0.97594501718213,0.979381443298969,0,0,582,526,582,568,0.903780068728522,0.97594501718213,4325.16,1798.78,2099.2,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"ELKR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1798.78,2099.2,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"ELKR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4325.16,1798.78,2099.2,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"KOTL","BT","any",206,0,203,3,125,171,176,176,0.985436893203884,0.606796116504854,0.830097087378641,0.854368932038835,0.854368932038835,0,0,206,125,206,176,0.606796116504854,0.854368932038835,3619.68,1134.09,1594.82,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"KOTL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1134.09,1594.82,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"KOTL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,3619.68,1134.09,1594.82,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"KOTR","BT","any",184,0,183,1,146,169,169,171,0.994565217391304,0.793478260869565,0.918478260869565,0.918478260869565,0.929347826086957,0,0,184,146,184,169,0.793478260869565,0.918478260869565,2551.21,1040.12,1318.26,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"KOTR","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,1040.12,1318.26,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"KOTR","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2551.21,1040.12,1318.26,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"LHAF","BT","any",121,0,121,0,36,42,42,43,1,0.297520661157025,0.347107438016529,0.347107438016529,0.355371900826446,0,0,121,36,121,42,0.297520661157025,0.347107438016529,7612.75,1715.73,1901.01,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"LHAF","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1715.73,1901.01,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"LHAF","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7612.75,1715.73,1901.01,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"MURR","BT","any",263,0,260,3,246,252,254,255,0.988593155893536,0.935361216730038,0.958174904942966,0.965779467680608,0.96958174904943,0,0,263,246,263,254,0.935361216730038,0.965779467680608,6111.15,1924.26,2088.69,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"MURR","BT","spawn",3,0,3,0,3,3,3,3,1,1,1,1,1,0,0,3,3,3,3,1,1,6111.15,1924.26,2088.69,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"MURR","BT","rear",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,6111.15,1924.26,2088.69,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"PARS","BT","any",281,0,281,0,235,262,262,265,1,0.836298932384342,0.932384341637011,0.932384341637011,0.94306049822064,0,0,281,235,281,262,0.836298932384342,0.932384341637011,6883.03,2449.65,2865.3,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"PARS","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,2449.65,2865.3,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"PARS","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,6883.03,2449.65,2865.3,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"REVL","BT","any",308,0,300,8,95,138,141,141,0.974025974025974,0.308441558441558,0.448051948051948,0.457792207792208,0.457792207792208,0,0,308,95,308,141,0.308441558441558,0.457792207792208,1133.38,476.04,611.89,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"REVL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,476.04,611.89,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"REVL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1133.38,476.04,611.89,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"UARL","BT","any",242,0,240,2,115,163,163,163,0.991735537190083,0.475206611570248,0.673553719008264,0.673553719008264,0.673553719008264,0,0,242,115,242,163,0.475206611570248,0.673553719008264,1913.74,655.95,886.45,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"UARL","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,655.95,886.45,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"UARL","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,1913.74,655.95,886.45,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"UBTN","BT","any",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,8292.29,2335.07,2028.42,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"UBTN","BT","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,2335.07,2028.42,,,,,,FALSE,"mad"
+"bt_spawn_mad_p02","score302_bt_spawn_mad_p02","bt_spawn_mad_p02",100,TRUE,"UBTN","BT","rear",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,8292.29,2335.07,2028.42,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"LHAF","GR","any",109,0,109,0,22,8,8,22,1,0.201834862385321,0.073394495412844,0.073394495412844,0.201834862385321,0,0,109,22,109,8,0.201834862385321,0.073394495412844,4917.66,673.58,228.5,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,673.58,228.5,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"LHAF","GR","rear",12,0,12,0,4,1,1,4,1,0.333333333333333,0.0833333333333333,0.0833333333333333,0.333333333333333,0,0,12,4,12,1,0.333333333333333,0.0833333333333333,4917.66,673.58,228.5,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"MURR","GR","any",95,0,92,3,76,56,56,76,0.968421052631579,0.8,0.589473684210526,0.589473684210526,0.8,0,0,95,76,95,56,0.8,0.589473684210526,3299.8,732.78,484.3,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,732.78,484.3,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"MURR","GR","rear",12,0,12,0,9,6,6,9,1,0.75,0.5,0.5,0.75,0,0,12,9,12,6,0.75,0.5,3299.8,732.78,484.3,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"PARS","GR","any",196,0,191,5,185,188,188,188,0.974489795918367,0.943877551020408,0.959183673469388,0.959183673469388,0.959183673469388,0,0,196,185,196,188,0.943877551020408,0.959183673469388,4442.31,1074.75,829.26,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,1074.75,829.26,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"PARS","GR","rear",99,0,97,2,96,96,96,96,0.97979797979798,0.96969696969697,0.96969696969697,0.96969696969697,0.96969696969697,0,0,99,96,99,96,0.96969696969697,0.96969696969697,4442.31,1074.75,829.26,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"UBTN","GR","any",57,0,55,2,21,3,3,21,0.964912280701754,0.368421052631579,0.0526315789473684,0.0526315789473684,0.368421052631579,0,0,57,21,57,3,0.368421052631579,0.0526315789473684,7388.85,784.98,112.6,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,784.98,112.6,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",0,TRUE,"UBTN","GR","rear",27,0,25,2,7,1,1,7,0.925925925925926,0.259259259259259,0.037037037037037,0.037037037037037,0.259259259259259,0,0,27,7,27,1,0.259259259259259,0.037037037037037,7388.85,784.98,112.6,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"LHAF","GR","any",109,0,109,0,24,9,9,24,1,0.220183486238532,0.0825688073394495,0.0825688073394495,0.220183486238532,0,0,109,24,109,9,0.220183486238532,0.0825688073394495,4917.66,673.58,228.5,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,673.58,228.5,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"LHAF","GR","rear",12,0,12,0,4,1,1,4,1,0.333333333333333,0.0833333333333333,0.0833333333333333,0.333333333333333,0,0,12,4,12,1,0.333333333333333,0.0833333333333333,4917.66,673.58,228.5,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"MURR","GR","any",95,0,92,3,78,56,56,78,0.968421052631579,0.821052631578947,0.589473684210526,0.589473684210526,0.821052631578947,0,0,95,78,95,56,0.821052631578947,0.589473684210526,3299.8,732.78,484.3,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,732.78,484.3,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"MURR","GR","rear",12,0,12,0,9,6,6,9,1,0.75,0.5,0.5,0.75,0,0,12,9,12,6,0.75,0.5,3299.8,732.78,484.3,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"PARS","GR","any",196,0,191,5,187,189,189,189,0.974489795918367,0.954081632653061,0.964285714285714,0.964285714285714,0.964285714285714,0,0,196,187,196,189,0.954081632653061,0.964285714285714,4442.31,1074.75,829.26,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,1074.75,829.26,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"PARS","GR","rear",99,0,97,2,97,97,97,97,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0,0,99,97,99,97,0.97979797979798,0.97979797979798,4442.31,1074.75,829.26,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"UBTN","GR","any",57,0,55,2,21,3,3,21,0.964912280701754,0.368421052631579,0.0526315789473684,0.0526315789473684,0.368421052631579,0,0,57,21,57,3,0.368421052631579,0.0526315789473684,7388.85,784.98,112.6,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,784.98,112.6,,,,,,FALSE,"mad"
+"gr_rear_mad_p10","score302_gr_rear_mad_p10","gr_rear_mad_p10",100,TRUE,"UBTN","GR","rear",27,0,25,2,7,1,1,7,0.925925925925926,0.259259259259259,0.037037037037037,0.037037037037037,0.259259259259259,0,0,27,7,27,1,0.259259259259259,0.037037037037037,7388.85,784.98,112.6,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"LHAF","GR","any",109,0,109,0,22,24,24,24,1,0.201834862385321,0.220183486238532,0.220183486238532,0.220183486238532,0,0,109,22,109,24,0.201834862385321,0.220183486238532,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"LHAF","GR","rear",12,0,12,0,4,5,5,5,1,0.333333333333333,0.416666666666667,0.416666666666667,0.416666666666667,0,0,12,4,12,5,0.333333333333333,0.416666666666667,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"MURR","GR","any",95,0,92,3,76,79,79,79,0.968421052631579,0.8,0.831578947368421,0.831578947368421,0.831578947368421,0,0,95,76,95,79,0.8,0.831578947368421,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"MURR","GR","rear",12,0,12,0,9,9,9,9,1,0.75,0.75,0.75,0.75,0,0,12,9,12,9,0.75,0.75,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"PARS","GR","any",196,0,191,5,185,189,189,189,0.974489795918367,0.943877551020408,0.964285714285714,0.964285714285714,0.964285714285714,0,0,196,185,196,189,0.943877551020408,0.964285714285714,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"PARS","GR","rear",99,0,97,2,96,96,96,96,0.97979797979798,0.96969696969697,0.96969696969697,0.96969696969697,0.96969696969697,0,0,99,96,99,96,0.96969696969697,0.96969696969697,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"UBTN","GR","any",57,0,55,2,21,21,21,21,0.964912280701754,0.368421052631579,0.368421052631579,0.368421052631579,0.368421052631579,0,0,57,21,57,21,0.368421052631579,0.368421052631579,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",0,TRUE,"UBTN","GR","rear",27,0,25,2,7,7,7,7,0.925925925925926,0.259259259259259,0.259259259259259,0.259259259259259,0.259259259259259,0,0,27,7,27,7,0.259259259259259,0.259259259259259,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"LHAF","GR","any",109,0,109,0,24,26,26,26,1,0.220183486238532,0.238532110091743,0.238532110091743,0.238532110091743,0,0,109,24,109,26,0.220183486238532,0.238532110091743,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"LHAF","GR","rear",12,0,12,0,4,5,5,5,1,0.333333333333333,0.416666666666667,0.416666666666667,0.416666666666667,0,0,12,4,12,5,0.333333333333333,0.416666666666667,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"MURR","GR","any",95,0,92,3,78,80,80,80,0.968421052631579,0.821052631578947,0.842105263157895,0.842105263157895,0.842105263157895,0,0,95,78,95,80,0.821052631578947,0.842105263157895,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"MURR","GR","rear",12,0,12,0,9,9,9,9,1,0.75,0.75,0.75,0.75,0,0,12,9,12,9,0.75,0.75,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"PARS","GR","any",196,0,191,5,187,190,190,190,0.974489795918367,0.954081632653061,0.969387755102041,0.969387755102041,0.969387755102041,0,0,196,187,196,190,0.954081632653061,0.969387755102041,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"PARS","GR","rear",99,0,97,2,97,97,97,97,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0,0,99,97,99,97,0.97979797979798,0.97979797979798,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"UBTN","GR","any",57,0,55,2,21,21,21,21,0.964912280701754,0.368421052631579,0.368421052631579,0.368421052631579,0.368421052631579,0,0,57,21,57,21,0.368421052631579,0.368421052631579,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_rear_mad_p05","score302_gr_rear_mad_p05","gr_rear_mad_p05",100,TRUE,"UBTN","GR","rear",27,0,25,2,7,7,7,7,0.925925925925926,0.259259259259259,0.259259259259259,0.259259259259259,0.259259259259259,0,0,27,7,27,7,0.259259259259259,0.259259259259259,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"LHAF","GR","any",109,0,109,0,22,33,33,33,1,0.201834862385321,0.302752293577982,0.302752293577982,0.302752293577982,0,0,109,22,109,33,0.201834862385321,0.302752293577982,4917.66,673.58,1365.8,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,673.58,1365.8,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"LHAF","GR","rear",12,0,12,0,4,8,8,8,1,0.333333333333333,0.666666666666667,0.666666666666667,0.666666666666667,0,0,12,4,12,8,0.333333333333333,0.666666666666667,4917.66,673.58,1365.8,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"MURR","GR","any",95,0,92,3,76,83,83,83,0.968421052631579,0.8,0.873684210526316,0.873684210526316,0.873684210526316,0,0,95,76,95,83,0.8,0.873684210526316,3299.8,732.78,1226.74,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,732.78,1226.74,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"MURR","GR","rear",12,0,12,0,9,12,12,12,1,0.75,1,1,1,0,0,12,9,12,12,0.75,1,3299.8,732.78,1226.74,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"PARS","GR","any",196,0,191,5,185,189,189,189,0.974489795918367,0.943877551020408,0.964285714285714,0.964285714285714,0.964285714285714,0,0,196,185,196,189,0.943877551020408,0.964285714285714,4442.31,1074.75,1832.06,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,1074.75,1832.06,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"PARS","GR","rear",99,0,97,2,96,96,96,96,0.97979797979798,0.96969696969697,0.96969696969697,0.96969696969697,0.96969696969697,0,0,99,96,99,96,0.96969696969697,0.96969696969697,4442.31,1074.75,1832.06,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"UBTN","GR","any",57,0,55,2,21,44,44,44,0.964912280701754,0.368421052631579,0.771929824561403,0.771929824561403,0.771929824561403,0,0,57,21,57,44,0.368421052631579,0.771929824561403,7388.85,784.98,2428.96,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,784.98,2428.96,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",0,TRUE,"UBTN","GR","rear",27,0,25,2,7,20,20,20,0.925925925925926,0.259259259259259,0.740740740740741,0.740740740740741,0.740740740740741,0,0,27,7,27,20,0.259259259259259,0.740740740740741,7388.85,784.98,2428.96,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"LHAF","GR","any",109,0,109,0,24,35,35,35,1,0.220183486238532,0.321100917431193,0.321100917431193,0.321100917431193,0,0,109,24,109,35,0.220183486238532,0.321100917431193,4917.66,673.58,1365.8,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,673.58,1365.8,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"LHAF","GR","rear",12,0,12,0,4,8,8,8,1,0.333333333333333,0.666666666666667,0.666666666666667,0.666666666666667,0,0,12,4,12,8,0.333333333333333,0.666666666666667,4917.66,673.58,1365.8,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"MURR","GR","any",95,0,92,3,78,84,84,84,0.968421052631579,0.821052631578947,0.88421052631579,0.88421052631579,0.88421052631579,0,0,95,78,95,84,0.821052631578947,0.88421052631579,3299.8,732.78,1226.74,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,732.78,1226.74,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"MURR","GR","rear",12,0,12,0,9,12,12,12,1,0.75,1,1,1,0,0,12,9,12,12,0.75,1,3299.8,732.78,1226.74,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"PARS","GR","any",196,0,191,5,187,190,190,190,0.974489795918367,0.954081632653061,0.969387755102041,0.969387755102041,0.969387755102041,0,0,196,187,196,190,0.954081632653061,0.969387755102041,4442.31,1074.75,1832.06,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,1074.75,1832.06,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"PARS","GR","rear",99,0,97,2,97,97,97,97,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0,0,99,97,99,97,0.97979797979798,0.97979797979798,4442.31,1074.75,1832.06,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"UBTN","GR","any",57,0,55,2,21,44,44,44,0.964912280701754,0.368421052631579,0.771929824561403,0.771929824561403,0.771929824561403,0,0,57,21,57,44,0.368421052631579,0.771929824561403,7388.85,784.98,2428.96,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,784.98,2428.96,,,,,,FALSE,"mad"
+"gr_rear_mad_p02","score302_gr_rear_mad_p02","gr_rear_mad_p02",100,TRUE,"UBTN","GR","rear",27,0,25,2,7,20,20,20,0.925925925925926,0.259259259259259,0.740740740740741,0.740740740740741,0.740740740740741,0,0,27,7,27,20,0.259259259259259,0.740740740740741,7388.85,784.98,2428.96,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"LHAF","GR","any",109,0,109,0,8,18,18,18,1,0.073394495412844,0.165137614678899,0.165137614678899,0.165137614678899,0,0,109,8,109,18,0.073394495412844,0.165137614678899,4917.66,220.07,456.79,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,220.07,456.79,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"LHAF","GR","rear",12,0,12,0,1,3,3,3,1,0.0833333333333333,0.25,0.25,0.25,0,0,12,1,12,3,0.0833333333333333,0.25,4917.66,220.07,456.79,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"MURR","GR","any",95,0,92,3,56,71,71,71,0.968421052631579,0.589473684210526,0.747368421052632,0.747368421052632,0.747368421052632,0,0,95,56,95,71,0.589473684210526,0.747368421052632,3299.8,477.55,659.45,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,477.55,659.45,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"MURR","GR","rear",12,0,12,0,6,9,9,9,1,0.5,0.75,0.75,0.75,0,0,12,6,12,9,0.5,0.75,3299.8,477.55,659.45,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"PARS","GR","any",196,0,191,5,185,189,189,189,0.974489795918367,0.943877551020408,0.964285714285714,0.964285714285714,0.964285714285714,0,0,196,185,196,189,0.943877551020408,0.964285714285714,4442.31,800.15,1121.11,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,800.15,1121.11,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"PARS","GR","rear",99,0,97,2,96,96,96,96,0.97979797979798,0.96969696969697,0.96969696969697,0.96969696969697,0.96969696969697,0,0,99,96,99,96,0.96969696969697,0.96969696969697,4442.31,800.15,1121.11,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"UBTN","GR","any",57,0,55,2,3,13,13,13,0.964912280701754,0.0526315789473684,0.228070175438596,0.228070175438596,0.228070175438596,0,0,57,3,57,13,0.0526315789473684,0.228070175438596,7388.85,115.87,441.91,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,115.87,441.91,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",0,TRUE,"UBTN","GR","rear",27,0,25,2,1,3,3,3,0.925925925925926,0.037037037037037,0.111111111111111,0.111111111111111,0.111111111111111,0,0,27,1,27,3,0.037037037037037,0.111111111111111,7388.85,115.87,441.91,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"LHAF","GR","any",109,0,109,0,9,19,19,19,1,0.0825688073394495,0.174311926605505,0.174311926605505,0.174311926605505,0,0,109,9,109,19,0.0825688073394495,0.174311926605505,4917.66,220.07,456.79,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,220.07,456.79,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"LHAF","GR","rear",12,0,12,0,1,3,3,3,1,0.0833333333333333,0.25,0.25,0.25,0,0,12,1,12,3,0.0833333333333333,0.25,4917.66,220.07,456.79,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"MURR","GR","any",95,0,92,3,56,71,71,71,0.968421052631579,0.589473684210526,0.747368421052632,0.747368421052632,0.747368421052632,0,0,95,56,95,71,0.589473684210526,0.747368421052632,3299.8,477.55,659.45,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,477.55,659.45,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"MURR","GR","rear",12,0,12,0,6,9,9,9,1,0.5,0.75,0.75,0.75,0,0,12,6,12,9,0.5,0.75,3299.8,477.55,659.45,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"PARS","GR","any",196,0,191,5,187,190,190,190,0.974489795918367,0.954081632653061,0.969387755102041,0.969387755102041,0.969387755102041,0,0,196,187,196,190,0.954081632653061,0.969387755102041,4442.31,800.15,1121.11,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,800.15,1121.11,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"PARS","GR","rear",99,0,97,2,97,97,97,97,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0,0,99,97,99,97,0.97979797979798,0.97979797979798,4442.31,800.15,1121.11,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"UBTN","GR","any",57,0,55,2,3,13,13,13,0.964912280701754,0.0526315789473684,0.228070175438596,0.228070175438596,0.228070175438596,0,0,57,3,57,13,0.0526315789473684,0.228070175438596,7388.85,115.87,441.91,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,115.87,441.91,,,,,,FALSE,"mad"
+"gr_spawn_mad_p10","score302_gr_spawn_mad_p10","gr_spawn_mad_p10",100,TRUE,"UBTN","GR","rear",27,0,25,2,1,3,3,3,0.925925925925926,0.037037037037037,0.111111111111111,0.111111111111111,0.111111111111111,0,0,27,1,27,3,0.037037037037037,0.111111111111111,7388.85,115.87,441.91,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"LHAF","GR","any",109,0,109,0,22,24,24,24,1,0.201834862385321,0.220183486238532,0.220183486238532,0.220183486238532,0,0,109,22,109,24,0.201834862385321,0.220183486238532,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"LHAF","GR","rear",12,0,12,0,4,5,5,5,1,0.333333333333333,0.416666666666667,0.416666666666667,0.416666666666667,0,0,12,4,12,5,0.333333333333333,0.416666666666667,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"MURR","GR","any",95,0,92,3,76,79,79,79,0.968421052631579,0.8,0.831578947368421,0.831578947368421,0.831578947368421,0,0,95,76,95,79,0.8,0.831578947368421,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"MURR","GR","rear",12,0,12,0,9,9,9,9,1,0.75,0.75,0.75,0.75,0,0,12,9,12,9,0.75,0.75,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"PARS","GR","any",196,0,191,5,185,189,189,189,0.974489795918367,0.943877551020408,0.964285714285714,0.964285714285714,0.964285714285714,0,0,196,185,196,189,0.943877551020408,0.964285714285714,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"PARS","GR","rear",99,0,97,2,96,96,96,96,0.97979797979798,0.96969696969697,0.96969696969697,0.96969696969697,0.96969696969697,0,0,99,96,99,96,0.96969696969697,0.96969696969697,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"UBTN","GR","any",57,0,55,2,21,21,21,21,0.964912280701754,0.368421052631579,0.368421052631579,0.368421052631579,0.368421052631579,0,0,57,21,57,21,0.368421052631579,0.368421052631579,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",0,TRUE,"UBTN","GR","rear",27,0,25,2,7,7,7,7,0.925925925925926,0.259259259259259,0.259259259259259,0.259259259259259,0.259259259259259,0,0,27,7,27,7,0.259259259259259,0.259259259259259,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"LHAF","GR","any",109,0,109,0,24,26,26,26,1,0.220183486238532,0.238532110091743,0.238532110091743,0.238532110091743,0,0,109,24,109,26,0.220183486238532,0.238532110091743,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"LHAF","GR","rear",12,0,12,0,4,5,5,5,1,0.333333333333333,0.416666666666667,0.416666666666667,0.416666666666667,0,0,12,4,12,5,0.333333333333333,0.416666666666667,4917.66,673.58,740.54,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"MURR","GR","any",95,0,92,3,78,80,80,80,0.968421052631579,0.821052631578947,0.842105263157895,0.842105263157895,0.842105263157895,0,0,95,78,95,80,0.821052631578947,0.842105263157895,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"MURR","GR","rear",12,0,12,0,9,9,9,9,1,0.75,0.75,0.75,0.75,0,0,12,9,12,9,0.75,0.75,3299.8,732.78,810.57,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"PARS","GR","any",196,0,191,5,187,190,190,190,0.974489795918367,0.954081632653061,0.969387755102041,0.969387755102041,0.969387755102041,0,0,196,187,196,190,0.954081632653061,0.969387755102041,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"PARS","GR","rear",99,0,97,2,97,97,97,97,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0,0,99,97,99,97,0.97979797979798,0.97979797979798,4442.31,1074.75,1240.12,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"UBTN","GR","any",57,0,55,2,21,21,21,21,0.964912280701754,0.368421052631579,0.368421052631579,0.368421052631579,0.368421052631579,0,0,57,21,57,21,0.368421052631579,0.368421052631579,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_spawn_mad_p05","score302_gr_spawn_mad_p05","gr_spawn_mad_p05",100,TRUE,"UBTN","GR","rear",27,0,25,2,7,7,7,7,0.925925925925926,0.259259259259259,0.259259259259259,0.259259259259259,0.259259259259259,0,0,27,7,27,7,0.259259259259259,0.259259259259259,7388.85,784.98,796.95,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"LHAF","GR","any",109,0,109,0,31,24,24,33,1,0.284403669724771,0.220183486238532,0.220183486238532,0.302752293577982,0,0,109,31,109,24,0.284403669724771,0.220183486238532,4917.66,1324.87,741.46,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,1324.87,741.46,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"LHAF","GR","rear",12,0,12,0,8,5,5,9,1,0.666666666666667,0.416666666666667,0.416666666666667,0.75,0,0,12,8,12,5,0.666666666666667,0.416666666666667,4917.66,1324.87,741.46,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"MURR","GR","any",95,0,92,3,80,79,79,83,0.968421052631579,0.842105263157895,0.831578947368421,0.831578947368421,0.873684210526316,0,0,95,80,95,79,0.842105263157895,0.831578947368421,3299.8,1126.51,813.49,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,1126.51,813.49,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"MURR","GR","rear",12,0,12,0,12,9,9,12,1,1,0.75,0.75,1,0,0,12,12,12,9,1,0.75,3299.8,1126.51,813.49,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"PARS","GR","any",196,0,191,5,185,189,189,189,0.974489795918367,0.943877551020408,0.964285714285714,0.964285714285714,0.964285714285714,0,0,196,185,196,189,0.943877551020408,0.964285714285714,4442.31,1565.17,1243.38,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,1565.17,1243.38,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"PARS","GR","rear",99,0,97,2,96,96,96,96,0.97979797979798,0.96969696969697,0.96969696969697,0.96969696969697,0.96969696969697,0,0,99,96,99,96,0.96969696969697,0.96969696969697,4442.31,1565.17,1243.38,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"UBTN","GR","any",57,0,55,2,41,21,21,41,0.964912280701754,0.719298245614035,0.368421052631579,0.368421052631579,0.719298245614035,0,0,57,41,57,21,0.719298245614035,0.368421052631579,7388.85,2570.19,796.95,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,2570.19,796.95,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",0,TRUE,"UBTN","GR","rear",27,0,25,2,18,7,7,18,0.925925925925926,0.666666666666667,0.259259259259259,0.259259259259259,0.666666666666667,0,0,27,18,27,7,0.666666666666667,0.259259259259259,7388.85,2570.19,796.95,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"LHAF","GR","any",109,0,109,0,35,26,26,37,1,0.321100917431193,0.238532110091743,0.238532110091743,0.339449541284404,0,0,109,35,109,26,0.321100917431193,0.238532110091743,4917.66,1324.87,741.46,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"LHAF","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,4917.66,1324.87,741.46,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"LHAF","GR","rear",12,0,12,0,9,5,5,10,1,0.75,0.416666666666667,0.416666666666667,0.833333333333333,0,0,12,9,12,5,0.75,0.416666666666667,4917.66,1324.87,741.46,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"MURR","GR","any",95,0,92,3,82,80,80,84,0.968421052631579,0.863157894736842,0.842105263157895,0.842105263157895,0.88421052631579,0,0,95,82,95,80,0.863157894736842,0.842105263157895,3299.8,1126.51,813.49,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"MURR","GR","spawn",2,0,2,0,1,1,1,1,1,0.5,0.5,0.5,0.5,0,0,2,1,2,1,0.5,0.5,3299.8,1126.51,813.49,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"MURR","GR","rear",12,0,12,0,12,9,9,12,1,1,0.75,0.75,1,0,0,12,12,12,9,1,0.75,3299.8,1126.51,813.49,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"PARS","GR","any",196,0,191,5,187,190,190,190,0.974489795918367,0.954081632653061,0.969387755102041,0.969387755102041,0.969387755102041,0,0,196,187,196,190,0.954081632653061,0.969387755102041,4442.31,1565.17,1243.38,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"PARS","GR","spawn",1,0,1,0,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,1,4442.31,1565.17,1243.38,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"PARS","GR","rear",99,0,97,2,97,97,97,97,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0.97979797979798,0,0,99,97,99,97,0.97979797979798,0.97979797979798,4442.31,1565.17,1243.38,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"UBTN","GR","any",57,0,55,2,42,21,21,42,0.964912280701754,0.736842105263158,0.368421052631579,0.368421052631579,0.736842105263158,0,0,57,42,57,21,0.736842105263158,0.368421052631579,7388.85,2570.19,796.95,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"UBTN","GR","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,7388.85,2570.19,796.95,,,,,,FALSE,"mad"
+"gr_spawn_mad_p02","score302_gr_spawn_mad_p02","gr_spawn_mad_p02",100,TRUE,"UBTN","GR","rear",27,0,25,2,19,7,7,19,0.925925925925926,0.703703703703704,0.259259259259259,0.259259259259259,0.703703703703704,0,0,27,19,27,7,0.703703703703704,0.259259259259259,7388.85,2570.19,796.95,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"ELKR","RB","any",34,0,33,1,28,33,33,33,0.970588235294118,0.823529411764706,0.970588235294118,0.970588235294118,0.970588235294118,0,0,34,28,34,33,0.823529411764706,0.970588235294118,2515.89,1551.59,1823.74,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"ELKR","RB","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2515.89,1551.59,1823.74,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"ELKR","RB","rear",11,0,11,0,9,11,11,11,1,0.818181818181818,1,1,1,0,0,11,9,11,11,0.818181818181818,1,2515.89,1551.59,1823.74,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"KETL","RB","any",456,0,393,63,218,280,294,298,0.861842105263158,0.478070175438596,0.614035087719298,0.644736842105263,0.653508771929825,0,0,456,218,456,294,0.478070175438596,0.644736842105263,5792.57,1752.09,2281.56,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"KETL","RB","spawn",61,0,55,6,23,29,43,44,0.901639344262295,0.377049180327869,0.475409836065574,0.704918032786885,0.721311475409836,0,0,61,23,61,43,0.377049180327869,0.704918032786885,5792.57,1752.09,2281.56,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"KETL","RB","rear",217,0,184,33,93,129,131,133,0.847926267281106,0.428571428571429,0.594470046082949,0.6036866359447,0.612903225806452,0,0,217,93,217,131,0.428571428571429,0.6036866359447,5792.57,1752.09,2281.56,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"KOTL","RB","any",415,0,345,70,165,210,224,225,0.831325301204819,0.397590361445783,0.506024096385542,0.539759036144578,0.542168674698795,0,0,415,165,415,224,0.397590361445783,0.539759036144578,3614.72,1108.87,1520.52,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"KOTL","RB","spawn",18,0,18,0,7,11,13,13,1,0.388888888888889,0.611111111111111,0.722222222222222,0.722222222222222,0,0,18,7,18,13,0.388888888888889,0.722222222222222,3614.72,1108.87,1520.52,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"KOTL","RB","rear",196,0,147,49,57,76,76,77,0.75,0.290816326530612,0.387755102040816,0.387755102040816,0.392857142857143,0,0,196,57,196,76,0.290816326530612,0.387755102040816,3614.72,1108.87,1520.52,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"KOTR","RB","any",43,0,28,15,17,23,24,24,0.651162790697674,0.395348837209302,0.534883720930233,0.558139534883721,0.558139534883721,0,0,43,17,43,24,0.395348837209302,0.558139534883721,1281.96,532.47,652.76,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"KOTR","RB","spawn",1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1281.96,532.47,652.76,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"KOTR","RB","rear",9,0,7,2,4,6,6,6,0.777777777777778,0.444444444444444,0.666666666666667,0.666666666666667,0.666666666666667,0,0,9,4,9,6,0.444444444444444,0.666666666666667,1281.96,532.47,652.76,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"OKAN","RB","any",626,0,489,137,323,373,386,391,0.781150159744409,0.515974440894569,0.595846645367412,0.616613418530351,0.624600638977636,0,0,626,323,626,386,0.515974440894569,0.616613418530351,4718.82,1106.72,1379.67,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"OKAN","RB","spawn",67,0,29,38,15,20,22,23,0.432835820895522,0.223880597014925,0.298507462686567,0.328358208955224,0.343283582089552,0,0,67,15,67,22,0.223880597014925,0.328358208955224,4718.82,1106.72,1379.67,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"OKAN","RB","rear",216,0,190,26,146,161,161,161,0.87962962962963,0.675925925925926,0.74537037037037,0.74537037037037,0.74537037037037,0,0,216,146,216,161,0.675925925925926,0.74537037037037,4718.82,1106.72,1379.67,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"PARS","RB","any",282,0,0,282,214,237,237,242,0,0.75886524822695,0.840425531914894,0.840425531914894,0.858156028368794,0,0,282,214,282,237,0.75886524822695,0.840425531914894,,2168.33,2770.47,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"PARS","RB","spawn",1,0,0,1,1,1,1,1,0,1,1,1,1,0,0,1,1,1,1,1,1,,2168.33,2770.47,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"PARS","RB","rear",178,0,0,178,123,142,142,145,0,0.691011235955056,0.797752808988764,0.797752808988764,0.814606741573034,0,0,178,123,178,142,0.691011235955056,0.797752808988764,,2168.33,2770.47,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"REVL","RB","any",218,0,90,128,18,19,19,19,0.412844036697248,0.0825688073394495,0.0871559633027523,0.0871559633027523,0.0871559633027523,0,0,218,18,218,19,0.0825688073394495,0.0871559633027523,19.66,8.07,8.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"REVL","RB","spawn",2,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,0,19.66,8.07,8.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"REVL","RB","rear",56,0,23,33,8,9,9,9,0.410714285714286,0.142857142857143,0.160714285714286,0.160714285714286,0.160714285714286,0,0,56,8,56,9,0.142857142857143,0.160714285714286,19.66,8.07,8.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"SIML","RB","any",514,0,407,107,266,320,327,329,0.791828793774319,0.517509727626459,0.622568093385214,0.636186770428016,0.640077821011673,0,0,514,266,514,327,0.517509727626459,0.636186770428016,4621.52,1230.25,1675.65,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"SIML","RB","spawn",44,0,24,20,9,11,13,13,0.545454545454545,0.204545454545455,0.25,0.295454545454545,0.295454545454545,0,0,44,9,44,13,0.204545454545455,0.295454545454545,4621.52,1230.25,1675.65,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",0,TRUE,"SIML","RB","rear",161,0,115,46,66,83,83,84,0.714285714285714,0.409937888198758,0.515527950310559,0.515527950310559,0.521739130434783,0,0,161,66,161,83,0.409937888198758,0.515527950310559,4621.52,1230.25,1675.65,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"ELKR","RB","any",34,0,33,1,30,33,33,33,0.970588235294118,0.88235294117647,0.970588235294118,0.970588235294118,0.970588235294118,0,0,34,30,34,33,0.88235294117647,0.970588235294118,2515.89,1551.59,1823.74,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"ELKR","RB","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2515.89,1551.59,1823.74,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"ELKR","RB","rear",11,0,11,0,9,11,11,11,1,0.818181818181818,1,1,1,0,0,11,9,11,11,0.818181818181818,1,2515.89,1551.59,1823.74,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"KETL","RB","any",456,0,393,63,231,299,310,315,0.861842105263158,0.506578947368421,0.655701754385965,0.679824561403509,0.69078947368421,0,0,456,231,456,310,0.506578947368421,0.679824561403509,5792.57,1752.09,2281.56,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"KETL","RB","spawn",61,0,55,6,24,34,45,47,0.901639344262295,0.39344262295082,0.557377049180328,0.737704918032787,0.770491803278688,0,0,61,24,61,45,0.39344262295082,0.737704918032787,5792.57,1752.09,2281.56,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"KETL","RB","rear",217,0,184,33,98,136,138,140,0.847926267281106,0.451612903225806,0.626728110599078,0.63594470046083,0.645161290322581,0,0,217,98,217,138,0.451612903225806,0.63594470046083,5792.57,1752.09,2281.56,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"KOTL","RB","any",415,0,345,70,188,229,237,238,0.831325301204819,0.453012048192771,0.551807228915663,0.571084337349398,0.573493975903615,0,0,415,188,415,237,0.453012048192771,0.571084337349398,3614.72,1108.87,1520.52,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"KOTL","RB","spawn",18,0,18,0,10,13,14,14,1,0.555555555555556,0.722222222222222,0.777777777777778,0.777777777777778,0,0,18,10,18,14,0.555555555555556,0.777777777777778,3614.72,1108.87,1520.52,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"KOTL","RB","rear",196,0,147,49,61,81,81,82,0.75,0.311224489795918,0.413265306122449,0.413265306122449,0.418367346938776,0,0,196,61,196,81,0.311224489795918,0.413265306122449,3614.72,1108.87,1520.52,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"KOTR","RB","any",43,0,28,15,18,24,25,25,0.651162790697674,0.418604651162791,0.558139534883721,0.581395348837209,0.581395348837209,0,0,43,18,43,25,0.418604651162791,0.581395348837209,1281.96,532.47,652.76,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"KOTR","RB","spawn",1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1281.96,532.47,652.76,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"KOTR","RB","rear",9,0,7,2,4,6,6,6,0.777777777777778,0.444444444444444,0.666666666666667,0.666666666666667,0.666666666666667,0,0,9,4,9,6,0.444444444444444,0.666666666666667,1281.96,532.47,652.76,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"OKAN","RB","any",626,0,489,137,343,389,397,403,0.781150159744409,0.547923322683706,0.621405750798722,0.634185303514377,0.643769968051118,0,0,626,343,626,397,0.547923322683706,0.634185303514377,4718.82,1106.72,1379.67,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"OKAN","RB","spawn",67,0,29,38,18,22,23,24,0.432835820895522,0.26865671641791,0.328358208955224,0.343283582089552,0.358208955223881,0,0,67,18,67,23,0.26865671641791,0.343283582089552,4718.82,1106.72,1379.67,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"OKAN","RB","rear",216,0,190,26,151,164,164,164,0.87962962962963,0.699074074074074,0.759259259259259,0.759259259259259,0.759259259259259,0,0,216,151,216,164,0.699074074074074,0.759259259259259,4718.82,1106.72,1379.67,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"PARS","RB","any",282,0,0,282,217,238,238,243,0,0.769503546099291,0.843971631205674,0.843971631205674,0.861702127659574,0,0,282,217,282,238,0.769503546099291,0.843971631205674,,2168.33,2770.47,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"PARS","RB","spawn",1,0,0,1,1,1,1,1,0,1,1,1,1,0,0,1,1,1,1,1,1,,2168.33,2770.47,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"PARS","RB","rear",178,0,0,178,126,143,143,146,0,0.707865168539326,0.803370786516854,0.803370786516854,0.820224719101124,0,0,178,126,178,143,0.707865168539326,0.803370786516854,,2168.33,2770.47,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"REVL","RB","any",218,0,90,128,19,19,19,19,0.412844036697248,0.0871559633027523,0.0871559633027523,0.0871559633027523,0.0871559633027523,0,0,218,19,218,19,0.0871559633027523,0.0871559633027523,19.66,8.07,8.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"REVL","RB","spawn",2,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,0,19.66,8.07,8.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"REVL","RB","rear",56,0,23,33,9,9,9,9,0.410714285714286,0.160714285714286,0.160714285714286,0.160714285714286,0.160714285714286,0,0,56,9,56,9,0.160714285714286,0.160714285714286,19.66,8.07,8.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"SIML","RB","any",514,0,407,107,282,328,335,338,0.791828793774319,0.54863813229572,0.638132295719844,0.651750972762646,0.657587548638132,0,0,514,282,514,335,0.54863813229572,0.651750972762646,4621.52,1230.25,1675.65,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"SIML","RB","spawn",44,0,24,20,10,11,13,14,0.545454545454545,0.227272727272727,0.25,0.295454545454545,0.318181818181818,0,0,44,10,44,13,0.227272727272727,0.295454545454545,4621.52,1230.25,1675.65,,,,,,FALSE,"mad"
+"rb_rear_mad_p10","score302_rb_rear_mad_p10","rb_rear_mad_p10",100,TRUE,"SIML","RB","rear",161,0,115,46,72,86,86,87,0.714285714285714,0.447204968944099,0.53416149068323,0.53416149068323,0.540372670807453,0,0,161,72,161,86,0.447204968944099,0.53416149068323,4621.52,1230.25,1675.65,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"ELKR","RB","any",34,0,33,1,28,33,33,33,0.970588235294118,0.823529411764706,0.970588235294118,0.970588235294118,0.970588235294118,0,0,34,28,34,33,0.823529411764706,0.970588235294118,2515.89,1551.59,2031.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"ELKR","RB","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2515.89,1551.59,2031.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"ELKR","RB","rear",11,0,11,0,9,11,11,11,1,0.818181818181818,1,1,1,0,0,11,9,11,11,0.818181818181818,1,2515.89,1551.59,2031.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"KETL","RB","any",456,0,393,63,218,287,305,305,0.861842105263158,0.478070175438596,0.629385964912281,0.668859649122807,0.668859649122807,0,0,456,218,456,305,0.478070175438596,0.668859649122807,5792.57,1752.09,2654.92,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"KETL","RB","spawn",61,0,55,6,23,31,49,49,0.901639344262295,0.377049180327869,0.508196721311475,0.80327868852459,0.80327868852459,0,0,61,23,61,49,0.377049180327869,0.80327868852459,5792.57,1752.09,2654.92,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"KETL","RB","rear",217,0,184,33,93,133,135,135,0.847926267281106,0.428571428571429,0.612903225806452,0.622119815668203,0.622119815668203,0,0,217,93,217,135,0.428571428571429,0.622119815668203,5792.57,1752.09,2654.92,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"KOTL","RB","any",415,0,345,70,165,211,225,225,0.831325301204819,0.397590361445783,0.508433734939759,0.542168674698795,0.542168674698795,0,0,415,165,415,225,0.397590361445783,0.542168674698795,3614.72,1108.87,1627.63,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"KOTL","RB","spawn",18,0,18,0,7,11,13,13,1,0.388888888888889,0.611111111111111,0.722222222222222,0.722222222222222,0,0,18,7,18,13,0.388888888888889,0.722222222222222,3614.72,1108.87,1627.63,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"KOTL","RB","rear",196,0,147,49,57,77,77,77,0.75,0.290816326530612,0.392857142857143,0.392857142857143,0.392857142857143,0,0,196,57,196,77,0.290816326530612,0.392857142857143,3614.72,1108.87,1627.63,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"KOTR","RB","any",43,0,28,15,17,23,24,24,0.651162790697674,0.395348837209302,0.534883720930233,0.558139534883721,0.558139534883721,0,0,43,17,43,24,0.395348837209302,0.558139534883721,1281.96,532.47,704.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"KOTR","RB","spawn",1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1281.96,532.47,704.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"KOTR","RB","rear",9,0,7,2,4,6,6,6,0.777777777777778,0.444444444444444,0.666666666666667,0.666666666666667,0.666666666666667,0,0,9,4,9,6,0.444444444444444,0.666666666666667,1281.96,532.47,704.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"OKAN","RB","any",626,0,489,137,323,380,393,393,0.781150159744409,0.515974440894569,0.60702875399361,0.62779552715655,0.62779552715655,0,0,626,323,626,393,0.515974440894569,0.62779552715655,4718.82,1106.72,1605.09,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"OKAN","RB","spawn",67,0,29,38,15,21,23,23,0.432835820895522,0.223880597014925,0.313432835820896,0.343283582089552,0.343283582089552,0,0,67,15,67,23,0.223880597014925,0.343283582089552,4718.82,1106.72,1605.09,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"OKAN","RB","rear",216,0,190,26,146,161,161,161,0.87962962962963,0.675925925925926,0.74537037037037,0.74537037037037,0.74537037037037,0,0,216,146,216,161,0.675925925925926,0.74537037037037,4718.82,1106.72,1605.09,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"PARS","RB","any",282,0,0,282,214,244,244,244,0,0.75886524822695,0.865248226950355,0.865248226950355,0.865248226950355,0,0,282,214,282,244,0.75886524822695,0.865248226950355,,2168.33,3267.88,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"PARS","RB","spawn",1,0,0,1,1,1,1,1,0,1,1,1,1,0,0,1,1,1,1,1,1,,2168.33,3267.88,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"PARS","RB","rear",178,0,0,178,123,147,147,147,0,0.691011235955056,0.825842696629214,0.825842696629214,0.825842696629214,0,0,178,123,178,147,0.691011235955056,0.825842696629214,,2168.33,3267.88,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"REVL","RB","any",218,0,90,128,18,19,19,19,0.412844036697248,0.0825688073394495,0.0871559633027523,0.0871559633027523,0.0871559633027523,0,0,218,18,218,19,0.0825688073394495,0.0871559633027523,19.66,8.07,8.2,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"REVL","RB","spawn",2,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,0,19.66,8.07,8.2,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"REVL","RB","rear",56,0,23,33,8,9,9,9,0.410714285714286,0.142857142857143,0.160714285714286,0.160714285714286,0.160714285714286,0,0,56,8,56,9,0.142857142857143,0.160714285714286,19.66,8.07,8.2,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"SIML","RB","any",514,0,407,107,266,325,334,334,0.791828793774319,0.517509727626459,0.632295719844358,0.649805447470817,0.649805447470817,0,0,514,266,514,334,0.517509727626459,0.649805447470817,4621.52,1230.25,1849.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"SIML","RB","spawn",44,0,24,20,9,11,14,14,0.545454545454545,0.204545454545455,0.25,0.318181818181818,0.318181818181818,0,0,44,9,44,14,0.204545454545455,0.318181818181818,4621.52,1230.25,1849.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",0,TRUE,"SIML","RB","rear",161,0,115,46,66,87,87,87,0.714285714285714,0.409937888198758,0.540372670807453,0.540372670807453,0.540372670807453,0,0,161,66,161,87,0.409937888198758,0.540372670807453,4621.52,1230.25,1849.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"ELKR","RB","any",34,0,33,1,30,33,33,33,0.970588235294118,0.88235294117647,0.970588235294118,0.970588235294118,0.970588235294118,0,0,34,30,34,33,0.88235294117647,0.970588235294118,2515.89,1551.59,2031.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"ELKR","RB","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2515.89,1551.59,2031.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"ELKR","RB","rear",11,0,11,0,9,11,11,11,1,0.818181818181818,1,1,1,0,0,11,9,11,11,0.818181818181818,1,2515.89,1551.59,2031.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"KETL","RB","any",456,0,393,63,231,308,321,321,0.861842105263158,0.506578947368421,0.675438596491228,0.703947368421053,0.703947368421053,0,0,456,231,456,321,0.506578947368421,0.703947368421053,5792.57,1752.09,2654.92,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"KETL","RB","spawn",61,0,55,6,24,37,50,50,0.901639344262295,0.39344262295082,0.60655737704918,0.819672131147541,0.819672131147541,0,0,61,24,61,50,0.39344262295082,0.819672131147541,5792.57,1752.09,2654.92,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"KETL","RB","rear",217,0,184,33,98,140,142,142,0.847926267281106,0.451612903225806,0.645161290322581,0.654377880184332,0.654377880184332,0,0,217,98,217,142,0.451612903225806,0.654377880184332,5792.57,1752.09,2654.92,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"KOTL","RB","any",415,0,345,70,188,230,238,238,0.831325301204819,0.453012048192771,0.55421686746988,0.573493975903615,0.573493975903615,0,0,415,188,415,238,0.453012048192771,0.573493975903615,3614.72,1108.87,1627.63,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"KOTL","RB","spawn",18,0,18,0,10,13,14,14,1,0.555555555555556,0.722222222222222,0.777777777777778,0.777777777777778,0,0,18,10,18,14,0.555555555555556,0.777777777777778,3614.72,1108.87,1627.63,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"KOTL","RB","rear",196,0,147,49,61,82,82,82,0.75,0.311224489795918,0.418367346938776,0.418367346938776,0.418367346938776,0,0,196,61,196,82,0.311224489795918,0.418367346938776,3614.72,1108.87,1627.63,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"KOTR","RB","any",43,0,28,15,18,24,25,25,0.651162790697674,0.418604651162791,0.558139534883721,0.581395348837209,0.581395348837209,0,0,43,18,43,25,0.418604651162791,0.581395348837209,1281.96,532.47,704.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"KOTR","RB","spawn",1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1281.96,532.47,704.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"KOTR","RB","rear",9,0,7,2,4,6,6,6,0.777777777777778,0.444444444444444,0.666666666666667,0.666666666666667,0.666666666666667,0,0,9,4,9,6,0.444444444444444,0.666666666666667,1281.96,532.47,704.06,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"OKAN","RB","any",626,0,489,137,343,396,404,404,0.781150159744409,0.547923322683706,0.63258785942492,0.645367412140575,0.645367412140575,0,0,626,343,626,404,0.547923322683706,0.645367412140575,4718.82,1106.72,1605.09,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"OKAN","RB","spawn",67,0,29,38,18,23,24,24,0.432835820895522,0.26865671641791,0.343283582089552,0.358208955223881,0.358208955223881,0,0,67,18,67,24,0.26865671641791,0.358208955223881,4718.82,1106.72,1605.09,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"OKAN","RB","rear",216,0,190,26,151,164,164,164,0.87962962962963,0.699074074074074,0.759259259259259,0.759259259259259,0.759259259259259,0,0,216,151,216,164,0.699074074074074,0.759259259259259,4718.82,1106.72,1605.09,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"PARS","RB","any",282,0,0,282,217,245,245,245,0,0.769503546099291,0.868794326241135,0.868794326241135,0.868794326241135,0,0,282,217,282,245,0.769503546099291,0.868794326241135,,2168.33,3267.88,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"PARS","RB","spawn",1,0,0,1,1,1,1,1,0,1,1,1,1,0,0,1,1,1,1,1,1,,2168.33,3267.88,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"PARS","RB","rear",178,0,0,178,126,148,148,148,0,0.707865168539326,0.831460674157303,0.831460674157303,0.831460674157303,0,0,178,126,178,148,0.707865168539326,0.831460674157303,,2168.33,3267.88,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"REVL","RB","any",218,0,90,128,19,19,19,19,0.412844036697248,0.0871559633027523,0.0871559633027523,0.0871559633027523,0.0871559633027523,0,0,218,19,218,19,0.0871559633027523,0.0871559633027523,19.66,8.07,8.2,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"REVL","RB","spawn",2,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,0,19.66,8.07,8.2,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"REVL","RB","rear",56,0,23,33,9,9,9,9,0.410714285714286,0.160714285714286,0.160714285714286,0.160714285714286,0.160714285714286,0,0,56,9,56,9,0.160714285714286,0.160714285714286,19.66,8.07,8.2,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"SIML","RB","any",514,0,407,107,282,335,343,343,0.791828793774319,0.54863813229572,0.651750972762646,0.667315175097276,0.667315175097276,0,0,514,282,514,343,0.54863813229572,0.667315175097276,4621.52,1230.25,1849.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"SIML","RB","spawn",44,0,24,20,10,12,14,14,0.545454545454545,0.227272727272727,0.272727272727273,0.318181818181818,0.318181818181818,0,0,44,10,44,14,0.227272727272727,0.318181818181818,4621.52,1230.25,1849.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p05","score302_rb_rear_mad_p05","rb_rear_mad_p05",100,TRUE,"SIML","RB","rear",161,0,115,46,72,90,90,90,0.714285714285714,0.447204968944099,0.559006211180124,0.559006211180124,0.559006211180124,0,0,161,72,161,90,0.447204968944099,0.559006211180124,4621.52,1230.25,1849.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"ELKR","RB","any",34,0,33,1,28,33,33,33,0.970588235294118,0.823529411764706,0.970588235294118,0.970588235294118,0.970588235294118,0,0,34,28,34,33,0.823529411764706,0.970588235294118,2515.89,1551.59,2197.27,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"ELKR","RB","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2515.89,1551.59,2197.27,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"ELKR","RB","rear",11,0,11,0,9,11,11,11,1,0.818181818181818,1,1,1,0,0,11,9,11,11,0.818181818181818,1,2515.89,1551.59,2197.27,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"KETL","RB","any",456,0,393,63,218,299,317,317,0.861842105263158,0.478070175438596,0.655701754385965,0.695175438596491,0.695175438596491,0,0,456,218,456,317,0.478070175438596,0.695175438596491,5792.57,1752.09,3004.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"KETL","RB","spawn",61,0,55,6,23,31,49,49,0.901639344262295,0.377049180327869,0.508196721311475,0.80327868852459,0.80327868852459,0,0,61,23,61,49,0.377049180327869,0.80327868852459,5792.57,1752.09,3004.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"KETL","RB","rear",217,0,184,33,93,140,142,142,0.847926267281106,0.428571428571429,0.645161290322581,0.654377880184332,0.654377880184332,0,0,217,93,217,142,0.428571428571429,0.654377880184332,5792.57,1752.09,3004.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"KOTL","RB","any",415,0,345,70,165,215,230,230,0.831325301204819,0.397590361445783,0.518072289156627,0.55421686746988,0.55421686746988,0,0,415,165,415,230,0.397590361445783,0.55421686746988,3614.72,1108.87,1705.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"KOTL","RB","spawn",18,0,18,0,7,11,13,13,1,0.388888888888889,0.611111111111111,0.722222222222222,0.722222222222222,0,0,18,7,18,13,0.388888888888889,0.722222222222222,3614.72,1108.87,1705.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"KOTL","RB","rear",196,0,147,49,57,80,80,80,0.75,0.290816326530612,0.408163265306122,0.408163265306122,0.408163265306122,0,0,196,57,196,80,0.290816326530612,0.408163265306122,3614.72,1108.87,1705.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"KOTR","RB","any",43,0,28,15,17,23,24,24,0.651162790697674,0.395348837209302,0.534883720930233,0.558139534883721,0.558139534883721,0,0,43,17,43,24,0.395348837209302,0.558139534883721,1281.96,532.47,748.04,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"KOTR","RB","spawn",1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1281.96,532.47,748.04,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"KOTR","RB","rear",9,0,7,2,4,6,6,6,0.777777777777778,0.444444444444444,0.666666666666667,0.666666666666667,0.666666666666667,0,0,9,4,9,6,0.444444444444444,0.666666666666667,1281.96,532.47,748.04,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"OKAN","RB","any",626,0,489,137,323,393,407,407,0.781150159744409,0.515974440894569,0.62779552715655,0.650159744408946,0.650159744408946,0,0,626,323,626,407,0.515974440894569,0.650159744408946,4718.82,1106.72,1839.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"OKAN","RB","spawn",67,0,29,38,15,22,25,25,0.432835820895522,0.223880597014925,0.328358208955224,0.373134328358209,0.373134328358209,0,0,67,15,67,25,0.223880597014925,0.373134328358209,4718.82,1106.72,1839.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"OKAN","RB","rear",216,0,190,26,146,165,165,165,0.87962962962963,0.675925925925926,0.763888888888889,0.763888888888889,0.763888888888889,0,0,216,146,216,165,0.675925925925926,0.763888888888889,4718.82,1106.72,1839.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"PARS","RB","any",282,0,0,282,214,246,246,246,0,0.75886524822695,0.872340425531915,0.872340425531915,0.872340425531915,0,0,282,214,282,246,0.75886524822695,0.872340425531915,,2168.33,3707.39,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"PARS","RB","spawn",1,0,0,1,1,1,1,1,0,1,1,1,1,0,0,1,1,1,1,1,1,,2168.33,3707.39,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"PARS","RB","rear",178,0,0,178,123,148,148,148,0,0.691011235955056,0.831460674157303,0.831460674157303,0.831460674157303,0,0,178,123,178,148,0.691011235955056,0.831460674157303,,2168.33,3707.39,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"REVL","RB","any",218,0,90,128,18,19,19,19,0.412844036697248,0.0825688073394495,0.0871559633027523,0.0871559633027523,0.0871559633027523,0,0,218,18,218,19,0.0825688073394495,0.0871559633027523,19.66,8.07,8.32,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"REVL","RB","spawn",2,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,0,19.66,8.07,8.32,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"REVL","RB","rear",56,0,23,33,8,9,9,9,0.410714285714286,0.142857142857143,0.160714285714286,0.160714285714286,0.160714285714286,0,0,56,8,56,9,0.142857142857143,0.160714285714286,19.66,8.07,8.32,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"SIML","RB","any",514,0,407,107,266,332,343,343,0.791828793774319,0.517509727626459,0.64591439688716,0.667315175097276,0.667315175097276,0,0,514,266,514,343,0.517509727626459,0.667315175097276,4621.52,1230.25,2050.57,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"SIML","RB","spawn",44,0,24,20,9,11,16,16,0.545454545454545,0.204545454545455,0.25,0.363636363636364,0.363636363636364,0,0,44,9,44,16,0.204545454545455,0.363636363636364,4621.52,1230.25,2050.57,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",0,TRUE,"SIML","RB","rear",161,0,115,46,66,93,94,94,0.714285714285714,0.409937888198758,0.577639751552795,0.583850931677019,0.583850931677019,0,0,161,66,161,94,0.409937888198758,0.583850931677019,4621.52,1230.25,2050.57,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"ELKR","RB","any",34,0,33,1,30,33,33,33,0.970588235294118,0.88235294117647,0.970588235294118,0.970588235294118,0.970588235294118,0,0,34,30,34,33,0.88235294117647,0.970588235294118,2515.89,1551.59,2197.27,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"ELKR","RB","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2515.89,1551.59,2197.27,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"ELKR","RB","rear",11,0,11,0,9,11,11,11,1,0.818181818181818,1,1,1,0,0,11,9,11,11,0.818181818181818,1,2515.89,1551.59,2197.27,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"KETL","RB","any",456,0,393,63,231,320,333,333,0.861842105263158,0.506578947368421,0.701754385964912,0.730263157894737,0.730263157894737,0,0,456,231,456,333,0.506578947368421,0.730263157894737,5792.57,1752.09,3004.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"KETL","RB","spawn",61,0,55,6,24,37,50,50,0.901639344262295,0.39344262295082,0.60655737704918,0.819672131147541,0.819672131147541,0,0,61,24,61,50,0.39344262295082,0.819672131147541,5792.57,1752.09,3004.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"KETL","RB","rear",217,0,184,33,98,147,149,149,0.847926267281106,0.451612903225806,0.67741935483871,0.686635944700461,0.686635944700461,0,0,217,98,217,149,0.451612903225806,0.686635944700461,5792.57,1752.09,3004.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"KOTL","RB","any",415,0,345,70,188,234,243,243,0.831325301204819,0.453012048192771,0.563855421686747,0.585542168674699,0.585542168674699,0,0,415,188,415,243,0.453012048192771,0.585542168674699,3614.72,1108.87,1705.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"KOTL","RB","spawn",18,0,18,0,10,13,14,14,1,0.555555555555556,0.722222222222222,0.777777777777778,0.777777777777778,0,0,18,10,18,14,0.555555555555556,0.777777777777778,3614.72,1108.87,1705.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"KOTL","RB","rear",196,0,147,49,61,85,85,85,0.75,0.311224489795918,0.433673469387755,0.433673469387755,0.433673469387755,0,0,196,61,196,85,0.311224489795918,0.433673469387755,3614.72,1108.87,1705.29,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"KOTR","RB","any",43,0,28,15,18,24,25,25,0.651162790697674,0.418604651162791,0.558139534883721,0.581395348837209,0.581395348837209,0,0,43,18,43,25,0.418604651162791,0.581395348837209,1281.96,532.47,748.04,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"KOTR","RB","spawn",1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1281.96,532.47,748.04,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"KOTR","RB","rear",9,0,7,2,4,6,6,6,0.777777777777778,0.444444444444444,0.666666666666667,0.666666666666667,0.666666666666667,0,0,9,4,9,6,0.444444444444444,0.666666666666667,1281.96,532.47,748.04,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"OKAN","RB","any",626,0,489,137,343,409,418,418,0.781150159744409,0.547923322683706,0.653354632587859,0.667731629392971,0.667731629392971,0,0,626,343,626,418,0.547923322683706,0.667731629392971,4718.82,1106.72,1839.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"OKAN","RB","spawn",67,0,29,38,18,24,26,26,0.432835820895522,0.26865671641791,0.358208955223881,0.388059701492537,0.388059701492537,0,0,67,18,67,26,0.26865671641791,0.388059701492537,4718.82,1106.72,1839.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"OKAN","RB","rear",216,0,190,26,151,168,168,168,0.87962962962963,0.699074074074074,0.777777777777778,0.777777777777778,0.777777777777778,0,0,216,151,216,168,0.699074074074074,0.777777777777778,4718.82,1106.72,1839.68,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"PARS","RB","any",282,0,0,282,217,247,247,247,0,0.769503546099291,0.875886524822695,0.875886524822695,0.875886524822695,0,0,282,217,282,247,0.769503546099291,0.875886524822695,,2168.33,3707.39,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"PARS","RB","spawn",1,0,0,1,1,1,1,1,0,1,1,1,1,0,0,1,1,1,1,1,1,,2168.33,3707.39,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"PARS","RB","rear",178,0,0,178,126,149,149,149,0,0.707865168539326,0.837078651685393,0.837078651685393,0.837078651685393,0,0,178,126,178,149,0.707865168539326,0.837078651685393,,2168.33,3707.39,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"REVL","RB","any",218,0,90,128,19,19,19,19,0.412844036697248,0.0871559633027523,0.0871559633027523,0.0871559633027523,0.0871559633027523,0,0,218,19,218,19,0.0871559633027523,0.0871559633027523,19.66,8.07,8.32,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"REVL","RB","spawn",2,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,0,19.66,8.07,8.32,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"REVL","RB","rear",56,0,23,33,9,9,9,9,0.410714285714286,0.160714285714286,0.160714285714286,0.160714285714286,0.160714285714286,0,0,56,9,56,9,0.160714285714286,0.160714285714286,19.66,8.07,8.32,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"SIML","RB","any",514,0,407,107,282,345,354,354,0.791828793774319,0.54863813229572,0.671206225680934,0.688715953307393,0.688715953307393,0,0,514,282,514,354,0.54863813229572,0.688715953307393,4621.52,1230.25,2050.57,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"SIML","RB","spawn",44,0,24,20,10,14,17,17,0.545454545454545,0.227272727272727,0.318181818181818,0.386363636363636,0.386363636363636,0,0,44,10,44,17,0.227272727272727,0.386363636363636,4621.52,1230.25,2050.57,,,,,,FALSE,"mad"
+"rb_rear_mad_p02","score302_rb_rear_mad_p02","rb_rear_mad_p02",100,TRUE,"SIML","RB","rear",161,0,115,46,72,97,97,97,0.714285714285714,0.447204968944099,0.60248447204969,0.60248447204969,0.60248447204969,0,0,161,72,161,97,0.447204968944099,0.60248447204969,4621.52,1230.25,2050.57,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"ELKR","RB","any",34,0,33,1,27,33,33,33,0.970588235294118,0.794117647058823,0.970588235294118,0.970588235294118,0.970588235294118,0,0,34,27,34,33,0.794117647058823,0.970588235294118,2515.89,1268.69,2031.29,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"ELKR","RB","spawn",0,0,0,0,0,0,0,0,,,,,,0,0,0,0,0,0,,,2515.89,1268.69,2031.29,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"ELKR","RB","rear",11,0,11,0,9,11,11,11,1,0.818181818181818,1,1,1,0,0,11,9,11,11,0.818181818181818,1,2515.89,1268.69,2031.29,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"KETL","RB","any",456,0,393,63,196,287,305,305,0.861842105263158,0.429824561403509,0.629385964912281,0.668859649122807,0.668859649122807,0,0,456,196,456,305,0.429824561403509,0.668859649122807,5792.57,1361.12,2654.92,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"KETL","RB","spawn",61,0,55,6,19,31,49,49,0.901639344262295,0.311475409836066,0.508196721311475,0.80327868852459,0.80327868852459,0,0,61,19,61,49,0.311475409836066,0.80327868852459,5792.57,1361.12,2654.92,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"KETL","RB","rear",217,0,184,33,77,133,135,135,0.847926267281106,0.354838709677419,0.612903225806452,0.622119815668203,0.622119815668203,0,0,217,77,217,135,0.354838709677419,0.622119815668203,5792.57,1361.12,2654.92,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"KOTL","RB","any",415,0,345,70,163,211,225,225,0.831325301204819,0.392771084337349,0.508433734939759,0.542168674698795,0.542168674698795,0,0,415,163,415,225,0.392771084337349,0.542168674698795,3614.72,958.17,1627.63,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"KOTL","RB","spawn",18,0,18,0,7,11,13,13,1,0.388888888888889,0.611111111111111,0.722222222222222,0.722222222222222,0,0,18,7,18,13,0.388888888888889,0.722222222222222,3614.72,958.17,1627.63,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"KOTL","RB","rear",196,0,147,49,56,77,77,77,0.75,0.285714285714286,0.392857142857143,0.392857142857143,0.392857142857143,0,0,196,56,196,77,0.285714285714286,0.392857142857143,3614.72,958.17,1627.63,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"KOTR","RB","any",43,0,28,15,16,23,24,24,0.651162790697674,0.372093023255814,0.534883720930233,0.558139534883721,0.558139534883721,0,0,43,16,43,24,0.372093023255814,0.558139534883721,1281.96,472.51,704.06,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"KOTR","RB","spawn",1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1281.96,472.51,704.06,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"KOTR","RB","rear",9,0,7,2,4,6,6,6,0.777777777777778,0.444444444444444,0.666666666666667,0.666666666666667,0.666666666666667,0,0,9,4,9,6,0.444444444444444,0.666666666666667,1281.96,472.51,704.06,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"OKAN","RB","any",626,0,489,137,292,380,393,393,0.781150159744409,0.466453674121406,0.60702875399361,0.62779552715655,0.62779552715655,0,0,626,292,626,393,0.466453674121406,0.62779552715655,4718.82,808.91,1605.09,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"OKAN","RB","spawn",67,0,29,38,12,21,23,23,0.432835820895522,0.17910447761194,0.313432835820896,0.343283582089552,0.343283582089552,0,0,67,12,67,23,0.17910447761194,0.343283582089552,4718.82,808.91,1605.09,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"OKAN","RB","rear",216,0,190,26,141,161,161,161,0.87962962962963,0.652777777777778,0.74537037037037,0.74537037037037,0.74537037037037,0,0,216,141,216,161,0.652777777777778,0.74537037037037,4718.82,808.91,1605.09,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"PARS","RB","any",282,0,0,282,203,244,244,244,0,0.719858156028369,0.865248226950355,0.865248226950355,0.865248226950355,0,0,282,203,282,244,0.719858156028369,0.865248226950355,,1575.62,3267.88,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"PARS","RB","spawn",1,0,0,1,1,1,1,1,0,1,1,1,1,0,0,1,1,1,1,1,1,,1575.62,3267.88,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"PARS","RB","rear",178,0,0,178,117,147,147,147,0,0.657303370786517,0.825842696629214,0.825842696629214,0.825842696629214,0,0,178,117,178,147,0.657303370786517,0.825842696629214,,1575.62,3267.88,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"REVL","RB","any",218,0,90,128,15,19,19,19,0.412844036697248,0.0688073394495413,0.0871559633027523,0.0871559633027523,0.0871559633027523,0,0,218,15,218,19,0.0688073394495413,0.0871559633027523,19.66,6.69,8.2,,,,,,FALSE,"mad"
+"rb_spawn_mad_p10","score302_rb_spawn_mad_p10","rb_spawn_mad_p10",0,TRUE,"REVL","RB","spawn",2,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,0,19.66,6.69,8.2,,,,,,FALSE,"mad"
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+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"ELKR","RB","rear",11,0,11,0,9,11,11,11,1,0.818181818181818,1,1,1,0,0,11,9,11,11,0.818181818181818,1,2515.89,1670.25,2031.29,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"KETL","RB","any",456,0,393,63,236,308,321,326,0.861842105263158,0.517543859649123,0.675438596491228,0.703947368421053,0.714912280701754,0,0,456,236,456,321,0.517543859649123,0.703947368421053,5792.57,1961.73,2654.92,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"KETL","RB","spawn",61,0,55,6,24,37,50,50,0.901639344262295,0.39344262295082,0.60655737704918,0.819672131147541,0.819672131147541,0,0,61,24,61,50,0.39344262295082,0.819672131147541,5792.57,1961.73,2654.92,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"KETL","RB","rear",217,0,184,33,100,140,142,144,0.847926267281106,0.460829493087558,0.645161290322581,0.654377880184332,0.663594470046083,0,0,217,100,217,142,0.460829493087558,0.654377880184332,5792.57,1961.73,2654.92,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"KOTL","RB","any",415,0,345,70,191,230,238,241,0.831325301204819,0.460240963855422,0.55421686746988,0.573493975903615,0.580722891566265,0,0,415,191,415,238,0.460240963855422,0.573493975903615,3614.72,1173.16,1627.63,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"KOTL","RB","spawn",18,0,18,0,10,13,14,14,1,0.555555555555556,0.722222222222222,0.777777777777778,0.777777777777778,0,0,18,10,18,14,0.555555555555556,0.777777777777778,3614.72,1173.16,1627.63,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"KOTL","RB","rear",196,0,147,49,63,82,82,84,0.75,0.321428571428571,0.418367346938776,0.418367346938776,0.428571428571429,0,0,196,63,196,82,0.321428571428571,0.418367346938776,3614.72,1173.16,1627.63,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"KOTR","RB","any",43,0,28,15,18,24,25,25,0.651162790697674,0.418604651162791,0.558139534883721,0.581395348837209,0.581395348837209,0,0,43,18,43,25,0.418604651162791,0.581395348837209,1281.96,560.9,704.06,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"KOTR","RB","spawn",1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1281.96,560.9,704.06,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"KOTR","RB","rear",9,0,7,2,4,6,6,6,0.777777777777778,0.444444444444444,0.666666666666667,0.666666666666667,0.666666666666667,0,0,9,4,9,6,0.444444444444444,0.666666666666667,1281.96,560.9,704.06,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"OKAN","RB","any",626,0,489,137,346,396,404,407,0.781150159744409,0.552715654952077,0.63258785942492,0.645367412140575,0.650159744408946,0,0,626,346,626,404,0.552715654952077,0.645367412140575,4718.82,1261.39,1605.09,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"OKAN","RB","spawn",67,0,29,38,19,23,24,25,0.432835820895522,0.283582089552239,0.343283582089552,0.358208955223881,0.373134328358209,0,0,67,19,67,24,0.283582089552239,0.358208955223881,4718.82,1261.39,1605.09,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"OKAN","RB","rear",216,0,190,26,151,164,164,164,0.87962962962963,0.699074074074074,0.759259259259259,0.759259259259259,0.759259259259259,0,0,216,151,216,164,0.699074074074074,0.759259259259259,4718.82,1261.39,1605.09,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"PARS","RB","any",282,0,0,282,218,245,245,246,0,0.773049645390071,0.868794326241135,0.868794326241135,0.872340425531915,0,0,282,218,282,245,0.773049645390071,0.868794326241135,,2460.88,3267.88,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"PARS","RB","spawn",1,0,0,1,1,1,1,1,0,1,1,1,1,0,0,1,1,1,1,1,1,,2460.88,3267.88,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"PARS","RB","rear",178,0,0,178,126,148,148,148,0,0.707865168539326,0.831460674157303,0.831460674157303,0.831460674157303,0,0,178,126,178,148,0.707865168539326,0.831460674157303,,2460.88,3267.88,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"REVL","RB","any",218,0,90,128,19,19,19,19,0.412844036697248,0.0871559633027523,0.0871559633027523,0.0871559633027523,0.0871559633027523,0,0,218,19,218,19,0.0871559633027523,0.0871559633027523,19.66,8.09,8.2,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"REVL","RB","spawn",2,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,0,19.66,8.09,8.2,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"REVL","RB","rear",56,0,23,33,9,9,9,9,0.410714285714286,0.160714285714286,0.160714285714286,0.160714285714286,0.160714285714286,0,0,56,9,56,9,0.160714285714286,0.160714285714286,19.66,8.09,8.2,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"SIML","RB","any",514,0,407,107,288,335,343,349,0.791828793774319,0.560311284046693,0.651750972762646,0.667315175097276,0.678988326848249,0,0,514,288,514,343,0.560311284046693,0.667315175097276,4621.52,1348.53,1849.68,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"SIML","RB","spawn",44,0,24,20,12,12,14,16,0.545454545454545,0.272727272727273,0.272727272727273,0.318181818181818,0.363636363636364,0,0,44,12,44,14,0.272727272727273,0.318181818181818,4621.52,1348.53,1849.68,,,,,,FALSE,"mad"
+"rb_spawn_mad_p02","score302_rb_spawn_mad_p02","rb_spawn_mad_p02",100,TRUE,"SIML","RB","rear",161,0,115,46,75,90,90,93,0.714285714285714,0.46583850931677,0.559006211180124,0.559006211180124,0.577639751552795,0,0,161,75,161,90,0.46583850931677,0.559006211180124,4621.52,1348.53,1849.68,,,,,,FALSE,"mad"
diff --git a/data-raw/logs/habitat_score_302/taper.csv b/data-raw/logs/habitat_score_302/taper.csv
new file mode 100644
index 00000000..877f8771
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/taper.csv
@@ -0,0 +1,73 @@
+"species_code","column","role","taper_class","km","n","per_100km","ratio_to_core"
+"BT","rear_mad_min","held_out","band bt_rear_mad_p02",2524.37686394164,10,0.39613736533719,0.0271429948579212
+"BT","rear_mad_min","held_out","band bt_rear_mad_p05",2040.22316237396,45,2.20564107054049,0.151128647470913
+"BT","rear_mad_min","held_out","band bt_rear_mad_p10 removed",1443.85205682581,205,14.1981305515938,0.972843811958939
+"BT","rear_mad_min","held_out","core (-Inf,0.02]",5607.52936152261,735,13.1073767538941,0.898106290803822
+"BT","rear_mad_min","held_out","core (0.02,0.05]",1783.57911871979,369,20.6887373891695,1.41757466401362
+"BT","rear_mad_min","held_out","core (0.05,0.08]",899.954024037526,127,14.1118320056208,0.966930709094744
+"BT","rear_mad_min","held_out","core (0.08, Inf]",383.461662577855,35,9.12737919214906,0.625400247886032
+"BT","rear_mad_min","in_sample","band bt_rear_mad_p02",961.913003835709,3,0.311878515836385,0.0274390493675291
+"BT","rear_mad_min","in_sample","band bt_rear_mad_p05",773.01413337546,9,1.16427366737791,0.102432713426326
+"BT","rear_mad_min","in_sample","band bt_rear_mad_p10 removed",103.688681863037,6,5.78655248788429,0.509100471242949
+"BT","rear_mad_min","in_sample","core (-Inf,0.02]",1910.02522584772,240,12.5652790733946,1.1054923481569
+"BT","rear_mad_min","in_sample","core (0.02,0.05]",925.143335889184,100,10.8091358517853,0.950986993964855
+"BT","rear_mad_min","in_sample","core (0.05,0.08]",538.577241364749,50,9.28371942960318,0.816780966973717
+"BT","rear_mad_min","in_sample","core (0.08, Inf]",259.825223231783,23,8.85210439306822,0.77880750713635
+"BT","spawn_mad_min","held_out","band bt_spawn_mad_p02",2130.44727647381,7,0.328569501686331,0.019114868504999
+"BT","spawn_mad_min","held_out","band bt_spawn_mad_p05",1439.42142688171,30,2.08417072580269,0.121248774342175
+"BT","spawn_mad_min","held_out","band bt_spawn_mad_p10 removed",791.208720927698,205,25.9097245237181,1.50732485738869
+"BT","spawn_mad_min","held_out","core (-Inf,0.02]",4504.33061488643,700,15.5405999214747,0.904090374983652
+"BT","spawn_mad_min","held_out","core (0.02,0.05]",1676.65863031843,367,21.8887729060447,1.27340186379884
+"BT","spawn_mad_min","held_out","core (0.05,0.08]",195.103415238906,29,14.8639120255733,0.864723361056028
+"BT","spawn_mad_min","in_sample","band bt_spawn_mad_p02",623.673051778195,3,0.481021264498523,0.0352484235788893
+"BT","spawn_mad_min","in_sample","band bt_spawn_mad_p05",475.938372291017,4,0.840444946841596,0.061586382281652
+"BT","spawn_mad_min","in_sample","band bt_spawn_mad_p10 removed",90.6877415846769,6,6.61610918428009,0.484817275624621
+"BT","spawn_mad_min","in_sample","core (-Inf,0.02]",1514.19431969978,234,15.4537628992292,1.13242557192901
+"BT","spawn_mad_min","in_sample","core (0.02,0.05]",880.333585304827,100,11.3593303344634,0.832392488134835
+"BT","spawn_mad_min","in_sample","core (0.05,0.08]",89.606680126634,5,5.57994113043123,0.408888635548689
+"GR","rear_mad_min","held_out","band gr_rear_mad_p02",2673.42974017123,36,1.34658485536614,0.165891503451363
+"GR","rear_mad_min","held_out","band gr_rear_mad_p05",1522.66551097349,57,3.74343541567171,0.461169696587747
+"GR","rear_mad_min","held_out","band gr_rear_mad_p10 removed",794.3700596068,68,8.56024206572675,1.05457255109623
+"GR","rear_mad_min","held_out","core (-Inf,0.02]",802.190736380157,66,8.22746972843659,1.01357691452709
+"GR","rear_mad_min","held_out","core (0.02,0.05]",23.2106994780541,1,4.30835788014708,0.530764892606632
+"GR","rear_mad_min","in_sample","band gr_rear_mad_p02",591.942089371757,0,0,0
+"GR","rear_mad_min","in_sample","band gr_rear_mad_p05",410.859589815812,1,0.243392152644727,0.0107358691317658
+"GR","rear_mad_min","in_sample","band gr_rear_mad_p10 removed",0.765749144346872,1,130.591069853944,5.76028692993934
+"GR","rear_mad_min","in_sample","core (-Inf,0.02]",783.260232455394,185,23.6192254290831,1.0418286310588
+"GR","rear_mad_min","in_sample","core (0.02,0.05]",45.9955076497875,3,6.52237610429735,0.287697756575183
+"GR","spawn_mad_min","held_out","band gr_spawn_mad_p02",2830.23670160722,33,1.16598021576288,0.141569529520472
+"GR","spawn_mad_min","held_out","band gr_spawn_mad_p05",1377.84085366754,52,3.77402077036591,0.458229340119308
+"GR","spawn_mad_min","held_out","band gr_spawn_mad_p10 removed",471.555625374737,66,13.9962278994235,1.6993765177107
+"GR","spawn_mad_min","held_out","core (-Inf,0.02]",801.16270374842,66,8.23802701888195,1.00023447522821
+"GR","spawn_mad_min","held_out","core (0.02,0.05]",12.3295279071315,1,8.11061062136527,0.984763990218455
+"GR","spawn_mad_min","in_sample","band gr_spawn_mad_p02",490.419609689241,0,0,0
+"GR","spawn_mad_min","in_sample","band gr_spawn_mad_p05",274.600101222565,0,0,0
+"GR","spawn_mad_min","in_sample","band gr_spawn_mad_p10 removed",0.712171176535357,1,140.41567995842,6.07315029738648
+"GR","spawn_mad_min","in_sample","core (-Inf,0.02]",778.31488467449,184,23.640817312257,1.02249433063963
+"GR","spawn_mad_min","in_sample","core (0.02,0.05]",21.8327949501793,1,4.58026561547397,0.198102102934387
+"RB","rear_mad_min","held_out","band rb_rear_mad_p02",995.317411483089,32,3.21505477858745,0.239946266929349
+"RB","rear_mad_min","held_out","band rb_rear_mad_p05",1031.7983816268,19,1.84144502824703,0.137430896427093
+"RB","rear_mad_min","held_out","band rb_rear_mad_p10 removed",295.722935602097,91,30.772046752046,2.29658225206752
+"RB","rear_mad_min","held_out","core (-Inf,0.02]",3587.57112451471,552,15.3864545354392,1.14832330436337
+"RB","rear_mad_min","held_out","core (0.02,0.05]",2365.07977360026,312,13.1919440300762,0.984542392446703
+"RB","rear_mad_min","held_out","core (0.05,0.08]",1646.48409838579,173,10.5072378269313,0.784177149671675
+"RB","rear_mad_min","held_out","core (0.08, Inf]",222.308339915337,11,4.94808247148496,0.369285750712152
+"RB","rear_mad_min","in_sample","band rb_rear_mad_p02",517.169799283349,6,1.16016055235907,0.111369970543585
+"RB","rear_mad_min","in_sample","band rb_rear_mad_p05",604.520944347588,8,1.32336192398326,0.127036536617996
+"RB","rear_mad_min","in_sample","band rb_rear_mad_p10 removed",91.0992682136117,28,30.7357024365387,2.95048324823088
+"RB","rear_mad_min","in_sample","core (-Inf,0.02]",2112.68775509225,280,13.2532599445948,1.27225078169971
+"RB","rear_mad_min","in_sample","core (0.02,0.05]",1217.41612919208,102,8.37840057759793,0.804287151146512
+"RB","rear_mad_min","in_sample","core (0.05,0.08]",845.190243791479,59,6.98067688705552,0.670112233780763
+"RB","rear_mad_min","in_sample","core (0.08, Inf]",115.696177684473,6,5.18599673738851,0.497831358519878
+"RB","spawn_mad_min","held_out","band rb_spawn_mad_p02",629.717656146996,1,0.158801327902829,0.200102677268779
+"RB","spawn_mad_min","held_out","band rb_spawn_mad_p05",1266.85623282684,8,0.631484440988933,0.795722107391855
+"RB","spawn_mad_min","held_out","band rb_spawn_mad_p10 removed",194.951603005084,1,0.512947821195357,0.646356259584838
+"RB","spawn_mad_min","held_out","core (-Inf,0.02]",2843.86516908154,27,0.949412099193154,1.19633699156578
+"RB","spawn_mad_min","held_out","core (0.02,0.05]",1837.3077137958,11,0.598702107295597,0.754413682419684
+"RB","spawn_mad_min","held_out","core (0.05,0.08]",233.146484941562,1,0.42891489453536,0.54046789060542
+"RB","spawn_mad_min","in_sample","band rb_spawn_mad_p02",356.841178791713,0,0,0
+"RB","spawn_mad_min","in_sample","band rb_spawn_mad_p05",743.410906270023,0,0,0
+"RB","spawn_mad_min","in_sample","band rb_spawn_mad_p10 removed",88.9831563525627,1,1.12380819133665,3.55936219802948
+"RB","spawn_mad_min","in_sample","core (-Inf,0.02]",1508.83998931682,3,0.198828240319794,0.629735330237502
+"RB","spawn_mad_min","in_sample","core (0.02,0.05]",922.170533110348,4,0.433759251286048,1.37381654091417
+"RB","spawn_mad_min","in_sample","core (0.05,0.08]",102.775741434103,1,0.97299225094005,3.08169300034419
diff --git a/data-raw/logs/habitat_score_302/totals.csv b/data-raw/logs/habitat_score_302/totals.csv
new file mode 100644
index 00000000..6e33d1e4
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/totals.csv
@@ -0,0 +1,253 @@
+"variant","buffer_m","species_code","role","stage","n_obs","n_accessible","n_spawning","n_rearing","n_rearing_any","n_obs_outside_uhc_spawn","n_spawning_outside_uhc","n_obs_outside_uhc_rear","n_rearing_any_outside_uhc","accessible_km","spawning_km","rearing_km","share_accessible","share_spawning","share_rearing","share_rearing_any"
+"bt_rear_mad_p02",0,"BT","held_out","any",1701,1683,1126,1321,1330,1701,1126,1701,1330,31939.68,7815.5,13234.82,0.989417989417989,0.66196355085244,0.776601998824221,0.781893004115226
+"bt_rear_mad_p05",0,"BT","held_out","any",1701,1683,1126,1311,1320,1701,1126,1701,1320,31939.68,7815.5,10712.49,0.989417989417989,0.66196355085244,0.770723104056437,0.776014109347443
+"bt_rear_mad_p10",0,"BT","held_out","any",1701,1683,1126,1266,1275,1701,1126,1701,1275,31939.68,7815.5,8678.71,0.989417989417989,0.66196355085244,0.744268077601411,0.749559082892416
+"bt_spawn_mad_p02",0,"BT","held_out","any",1701,1683,1133,1312,1321,1701,1133,1701,1321,31939.68,9945.95,10933.92,0.989417989417989,0.666078777189888,0.771310993533216,0.776601998824221
+"bt_spawn_mad_p05",0,"BT","held_out","any",1701,1683,1126,1311,1320,1701,1126,1701,1320,31939.68,7815.5,10712.49,0.989417989417989,0.66196355085244,0.770723104056437,0.776014109347443
+"bt_spawn_mad_p10",0,"BT","held_out","any",1701,1683,1096,1304,1313,1701,1096,1701,1313,31939.68,6376.09,10215,0.989417989417989,0.644326866549089,0.766607877718989,0.771898883009994
+"default",0,"BT","held_out","any",1701,1683,1315,1499,1516,1701,1315,1701,1516,31939.68,8983.34,12991.34,0.989417989417989,0.773074661963551,0.88124632569077,0.891240446796002
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+"rb_rear_mad_p10",0,"RB","held_out","spawn",175,108,47,60,78,175,47,175,78,18950.42,6181.19,7821.44,0.617142857142857,0.268571428571429,0.342857142857143,0.445714285714286
+"rb_spawn_mad_p02",0,"RB","held_out","spawn",175,108,48,63,86,175,48,175,86,18950.42,6810.89,8853.24,0.617142857142857,0.274285714285714,0.36,0.491428571428571
+"rb_spawn_mad_p05",0,"RB","held_out","spawn",175,108,47,63,86,175,47,175,86,18950.42,6181.19,8853.24,0.617142857142857,0.268571428571429,0.36,0.491428571428571
+"rb_spawn_mad_p10",0,"RB","held_out","spawn",175,108,39,63,86,175,39,175,86,18950.42,4914.31,8853.24,0.617142857142857,0.222857142857143,0.36,0.491428571428571
+"default",100,"RB","held_out","spawn",175,108,51,72,89,175,51,175,89,18950.42,5521.9,8185.87,0.617142857142857,0.291428571428571,0.411428571428571,0.508571428571429
+"rb_rear_mad_p02",100,"RB","held_out","spawn",175,108,52,75,93,175,52,175,93,18950.42,6181.19,9848.56,0.617142857142857,0.297142857142857,0.428571428571429,0.531428571428571
+"rb_rear_mad_p05",100,"RB","held_out","spawn",175,108,52,72,88,175,52,175,88,18950.42,6181.19,8853.24,0.617142857142857,0.297142857142857,0.411428571428571,0.502857142857143
+"rb_rear_mad_p10",100,"RB","held_out","spawn",175,108,52,67,81,175,52,175,81,18950.42,6181.19,7821.44,0.617142857142857,0.297142857142857,0.382857142857143,0.462857142857143
+"rb_spawn_mad_p02",100,"RB","held_out","spawn",175,108,55,72,88,175,55,175,88,18950.42,6810.89,8853.24,0.617142857142857,0.314285714285714,0.411428571428571,0.502857142857143
+"rb_spawn_mad_p05",100,"RB","held_out","spawn",175,108,52,72,88,175,52,175,88,18950.42,6181.19,8853.24,0.617142857142857,0.297142857142857,0.411428571428571,0.502857142857143
+"rb_spawn_mad_p10",100,"RB","held_out","spawn",175,108,41,72,88,175,41,175,88,18950.42,4914.31,8853.24,0.617142857142857,0.234285714285714,0.411428571428571,0.502857142857143
+"bt_rear_mad_p02",0,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2960.08,5367.73,,,,
+"bt_rear_mad_p05",0,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2960.08,4406.88,,,,
+"bt_rear_mad_p10",0,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2960.08,3634.33,,,,
+"bt_spawn_mad_p02",0,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,3583.74,4460.12,,,,
+"bt_spawn_mad_p05",0,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2960.08,4406.88,,,,
+"bt_spawn_mad_p10",0,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2484.13,4260.19,,,,
+"default",0,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2720.52,4234.05,,,,
+"bt_rear_mad_p02",100,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2960.08,5367.73,,,,
+"bt_rear_mad_p05",100,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2960.08,4406.88,,,,
+"bt_rear_mad_p10",100,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2960.08,3634.33,,,,
+"bt_spawn_mad_p02",100,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,3583.74,4460.12,,,,
+"bt_spawn_mad_p05",100,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2960.08,4406.88,,,,
+"bt_spawn_mad_p10",100,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2484.13,4260.19,,,,
+"default",100,"BT","in_sample","spawn",0,0,0,0,0,0,0,0,0,10502.71,2720.52,4234.05,,,,
+"default",0,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,983.86,1366.28,1,1,1,1
+"gr_rear_mad_p02",0,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,1074.75,1832.06,1,1,1,1
+"gr_rear_mad_p05",0,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,1074.75,1240.12,1,1,1,1
+"gr_rear_mad_p10",0,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,1074.75,829.26,1,1,1,1
+"gr_spawn_mad_p02",0,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,1565.17,1243.38,1,1,1,1
+"gr_spawn_mad_p05",0,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,1074.75,1240.12,1,1,1,1
+"gr_spawn_mad_p10",0,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,800.15,1121.11,1,1,1,1
+"default",100,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,983.86,1366.28,1,1,1,1
+"gr_rear_mad_p02",100,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,1074.75,1832.06,1,1,1,1
+"gr_rear_mad_p05",100,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,1074.75,1240.12,1,1,1,1
+"gr_rear_mad_p10",100,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,1074.75,829.26,1,1,1,1
+"gr_spawn_mad_p02",100,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,1565.17,1243.38,1,1,1,1
+"gr_spawn_mad_p05",100,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,1074.75,1240.12,1,1,1,1
+"gr_spawn_mad_p10",100,"GR","in_sample","spawn",1,1,1,1,1,1,1,1,1,4442.31,800.15,1121.11,1,1,1,1
+"default",0,"RB","in_sample","spawn",19,18,9,13,15,19,9,19,15,,2593.38,3982.67,0.947368421052632,0.473684210526316,0.68421052631579,0.789473684210526
+"rb_rear_mad_p02",0,"RB","in_sample","spawn",19,18,8,12,14,19,8,19,14,,3277.2,5412.68,0.947368421052632,0.421052631578947,0.631578947368421,0.736842105263158
+"rb_rear_mad_p05",0,"RB","in_sample","spawn",19,18,8,12,14,19,8,19,14,,3277.2,4895.51,0.947368421052632,0.421052631578947,0.631578947368421,0.736842105263158
+"rb_rear_mad_p10",0,"RB","in_sample","spawn",19,18,8,12,14,19,8,19,14,,3277.2,4290.99,0.947368421052632,0.421052631578947,0.631578947368421,0.736842105263158
+"rb_spawn_mad_p02",0,"RB","in_sample","spawn",19,18,8,12,14,19,8,19,14,,3634.04,4895.51,0.947368421052632,0.421052631578947,0.631578947368421,0.736842105263158
+"rb_spawn_mad_p05",0,"RB","in_sample","spawn",19,18,8,12,14,19,8,19,14,,3277.2,4895.51,0.947368421052632,0.421052631578947,0.631578947368421,0.736842105263158
+"rb_spawn_mad_p10",0,"RB","in_sample","spawn",19,18,8,12,14,19,8,19,14,,2533.79,4895.51,0.947368421052632,0.421052631578947,0.631578947368421,0.736842105263158
+"default",100,"RB","in_sample","spawn",19,18,12,15,16,19,12,19,16,,2593.38,3982.67,0.947368421052632,0.631578947368421,0.789473684210526,0.842105263157895
+"rb_rear_mad_p02",100,"RB","in_sample","spawn",19,18,11,14,15,19,11,19,15,,3277.2,5412.68,0.947368421052632,0.578947368421053,0.736842105263158,0.789473684210526
+"rb_rear_mad_p05",100,"RB","in_sample","spawn",19,18,11,14,15,19,11,19,15,,3277.2,4895.51,0.947368421052632,0.578947368421053,0.736842105263158,0.789473684210526
+"rb_rear_mad_p10",100,"RB","in_sample","spawn",19,18,11,14,15,19,11,19,15,,3277.2,4290.99,0.947368421052632,0.578947368421053,0.736842105263158,0.789473684210526
+"rb_spawn_mad_p02",100,"RB","in_sample","spawn",19,18,11,14,15,19,11,19,15,,3634.04,4895.51,0.947368421052632,0.578947368421053,0.736842105263158,0.789473684210526
+"rb_spawn_mad_p05",100,"RB","in_sample","spawn",19,18,11,14,15,19,11,19,15,,3277.2,4895.51,0.947368421052632,0.578947368421053,0.736842105263158,0.789473684210526
+"rb_spawn_mad_p10",100,"RB","in_sample","spawn",19,18,11,14,15,19,11,19,15,,2533.79,4895.51,0.947368421052632,0.578947368421053,0.736842105263158,0.789473684210526
diff --git a/data-raw/logs/habitat_score_302/verdict.csv b/data-raw/logs/habitat_score_302/verdict.csv
new file mode 100644
index 00000000..d44a7995
--- /dev/null
+++ b/data-raw/logs/habitat_score_302/verdict.csv
@@ -0,0 +1,19 @@
+"variant","step_from","column","value_from","value","step_direction","obs_stage","species_code","flag","role","direction","stage","band_km","n_band","core_km","n_core","density_band","density_core","density_ratio","band_is_habitat","decision","n_expected","decision_expected_floor","ladder_tip","walk_status","walked_value","walk_status_expected_floor","walked_value_expected_floor","floor_of_record","decision_of_record","walked_value_of_record"
+"bt_rear_mad_p02","bt_rear_mad_p05","rear_mad_min",0.027,0.0085,"added","any","BT","rearing","held_out","added","any",2523.41436605464,10,8674.52416685773,1266,0.00396288462747995,0.145944604643207,0.0271533479238103,FALSE,"refuse",368.278712004834,"refuse","bt_rear_mad_p02","refused at bt_rear_mad_p05",0.078,"refused at bt_rear_mad_p05",0.078,"expected","refuse",0.078
+"bt_rear_mad_p05","bt_rear_mad_p10","rear_mad_min",0.078,0.027,"added","any","BT","rearing","held_out","added","any",2037.00137500252,45,8674.52416685773,1266,0.0220912958391815,0.145944604643207,0.151367677436164,FALSE,"refuse",297.289360332412,"refuse","bt_rear_mad_p02","refused at bt_rear_mad_p05",0.078,"refused at bt_rear_mad_p05",0.078,"expected","refuse",0.078
+"bt_rear_mad_p10","default","rear_mad_min",,0.078,"added","any","BT","rearing","held_out","added","any",192.744922711806,7,8674.52416685773,1266,0.0363174287629173,0.145944604643207,0.248843928500837,FALSE,"take (anchor: model change)",28.13008154216,"take (anchor: model change)","bt_rear_mad_p02","refused at bt_rear_mad_p05",0.078,"refused at bt_rear_mad_p05",0.078,"expected","take (anchor: model change)",0.078
+"bt_spawn_mad_p02","bt_spawn_mad_p05","spawn_mad_min",0.027,0.0085,"added","any","BT","spawning","held_out","added","any",2130.44727647381,7,6376.09266044375,1096,0.00328569501686331,0.171892106712847,0.0191148685049988,FALSE,"keep (n < 10)",366.207070593731,"refuse","bt_spawn_mad_p02","refused at bt_spawn_mad_p05",0.078,"refused at bt_spawn_mad_p05",0.078,"expected","refuse",0.078
+"bt_spawn_mad_p05","bt_spawn_mad_p10","spawn_mad_min",0.078,0.027,"added","any","BT","spawning","held_out","added","any",1439.42142688171,30,6376.09266044375,1096,0.0208417072580269,0.171892106712847,0.121248774342174,FALSE,"refuse",247.425181514311,"refuse","bt_spawn_mad_p02","refused at bt_spawn_mad_p05",0.078,"refused at bt_spawn_mad_p05",0.078,"expected","refuse",0.078
+"bt_spawn_mad_p10","default","spawn_mad_min",,0.078,"added","any","BT","spawning","held_out","added","any",144.776017792556,6,6376.09266044375,1096,0.0414433280558743,0.171892106712847,0.241100821023196,FALSE,"take (anchor: model change)",24.8858546998592,"take (anchor: model change)","bt_spawn_mad_p02","refused at bt_spawn_mad_p05",0.078,"refused at bt_spawn_mad_p05",0.078,"expected","take (anchor: model change)",0.078
+"gr_rear_mad_p02","gr_rear_mad_p05","rear_mad_min",0.095,0.0026,"added","any","GR","rearing","held_out","added","any",2673.42974017123,36,825.401435858211,67,0.0134658485536613,0.0811726235129901,0.165891503451362,FALSE,"refuse",217.00930578735,"refuse","gr_rear_mad_p02","refused at gr_rear_mad_p05",0.97,"refused at gr_rear_mad_p05",0.97,"expected","refuse",0.97
+"gr_rear_mad_p05","gr_rear_mad_p10","rear_mad_min",0.97,0.095,"added","any","GR","rearing","held_out","added","any",1522.66551097348,57,825.401435858211,67,0.0374343541567171,0.0811726235129901,0.461169696587747,FALSE,"refuse",123.598754258465,"refuse","gr_rear_mad_p02","refused at gr_rear_mad_p05",0.97,"refused at gr_rear_mad_p05",0.97,"expected","refuse",0.97
+"gr_rear_mad_p10","default","rear_mad_min",,0.97,"added","any","GR","rearing","held_out","added","any",14.1189586682324,0,825.401435858211,67,0,0.0811726235129901,0,FALSE,"take (anchor: model change)",1.1460729163719,"take (anchor: model change)","gr_rear_mad_p02","refused at gr_rear_mad_p05",0.97,"refused at gr_rear_mad_p05",0.97,"expected","take (anchor: model change)",0.97
+"gr_spawn_mad_p02","gr_spawn_mad_p05","spawn_mad_min",0.095,0.0025,"added","any","GR","spawning","held_out","added","any",2830.23670160722,33,813.49223165555,67,0.0116598021576288,0.08236095858426,0.141569529520472,FALSE,"refuse",233.101007764725,"refuse","gr_spawn_mad_p02","refused at gr_spawn_mad_p05",0.96,"refused at gr_spawn_mad_p05",0.96,"expected","refuse",0.96
+"gr_spawn_mad_p05","gr_spawn_mad_p10","spawn_mad_min",0.96,0.095,"added","any","GR","spawning","held_out","added","any",1377.84085366754,52,813.49223165555,67,0.0377402077036591,0.08236095858426,0.458229340119308,FALSE,"refuse",113.480293484614,"refuse","gr_spawn_mad_p02","refused at gr_spawn_mad_p05",0.96,"refused at gr_spawn_mad_p05",0.96,"expected","refuse",0.96
+"gr_spawn_mad_p10","default","spawn_mad_min",,0.96,"added","any","GR","spawning","held_out","added","any",12.8087834762316,0,813.49223165555,67,0,0.08236095858426,0,FALSE,"take (anchor: model change)",1.05494368540067,"take (anchor: model change)","gr_spawn_mad_p02","refused at gr_spawn_mad_p05",0.96,"refused at gr_spawn_mad_p05",0.96,"expected","take (anchor: model change)",0.96
+"rb_rear_mad_p02","rb_rear_mad_p05","rear_mad_min",0.0094,0.0048,"added","any","RB","rearing","held_out","added","any",995.317411483087,32,7821.44333641609,1048,0.0321505477858746,0.133990614637657,0.239946266929347,FALSE,"refuse",133.363191724181,"refuse","rb_rear_mad_p02","refused at rb_rear_mad_p05",0.019,"refused at rb_rear_mad_p05",0.019,"expected","refuse",0.019
+"rb_rear_mad_p05","rb_rear_mad_p10","rear_mad_min",0.019,0.0094,"added","any","RB","rearing","held_out","added","any",1031.7983816268,19,7821.44333641609,1048,0.0184144502824702,0.133990614637657,0.137430896427092,FALSE,"refuse",138.251299336315,"refuse","rb_rear_mad_p02","refused at rb_rear_mad_p05",0.019,"refused at rb_rear_mad_p05",0.019,"expected","refuse",0.019
+"rb_rear_mad_p10","default","rear_mad_min",,0.019,"added","any","RB","rearing","held_out","added","any",500.066752360229,19,7821.44333641609,1048,0.0379949274978256,0.133990614637657,0.283564095892634,FALSE,"take (anchor: model change)",67.0042515086042,"take (anchor: model change)","rb_rear_mad_p02","refused at rb_rear_mad_p05",0.019,"refused at rb_rear_mad_p05",0.019,"expected","take (anchor: model change)",0.019
+"rb_spawn_mad_p02","rb_spawn_mad_p05","spawn_mad_min",0.011,0.0055,"added","spawn","RB","spawning","held_out","added","spawn",629.717656146996,1,4914.31936781891,39,0.00158801327902829,0.00793599216513865,0.200102677268778,FALSE,"keep (n < 10)",4.99743438543203,"keep (expected < 10)","rb_spawn_mad_p02","underpowered at rb_spawn_mad_p05 - its value lands unscored",0.011,"underpowered at rb_spawn_mad_p02 - stops at rb_spawn_mad_p05",0.011,"expected","keep (expected < 10)",0.011
+"rb_spawn_mad_p05","rb_spawn_mad_p10","spawn_mad_min",0.05,0.011,"added","spawn","RB","spawning","held_out","added","spawn",1266.85623282684,8,4914.31936781891,39,0.00631484440988933,0.00793599216513865,0.79572210739185,FALSE,"keep (n < 10)",10.0537611380708,"take","rb_spawn_mad_p02","underpowered at rb_spawn_mad_p05 - its value lands unscored",0.011,"underpowered at rb_spawn_mad_p02 - stops at rb_spawn_mad_p05",0.011,"expected","take",0.011
+"rb_spawn_mad_p10","default","spawn_mad_min",,0.05,"added","spawn","RB","spawning","held_out","added","spawn",233.611383265692,0,4914.31936781891,39,0,0.00793599216513865,0,FALSE,"take (anchor: model change)",1.85393810728373,"take (anchor: model change)","rb_spawn_mad_p02","underpowered at rb_spawn_mad_p05 - its value lands unscored",0.011,"underpowered at rb_spawn_mad_p02 - stops at rb_spawn_mad_p05",0.011,"expected","take (anchor: model change)",0.011
diff --git a/data-raw/logs/habitat_thresholds_302/candidates.csv b/data-raw/logs/habitat_thresholds_302/candidates.csv
new file mode 100644
index 00000000..4ae5026e
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/candidates.csv
@@ -0,0 +1,13 @@
+species_code,parameter,evidence_set,evidence_role,current,n,p05,rule_value,rule_max,rule_says,decides
+BT,spawn_mad_min,spawn,primary,,17,0.018557999999999998,,,insufficient,FALSE
+BT,spawn_mad_min,any_spawn,fallback: any stage,,2592,0.027343,0.027,9999,set,TRUE
+BT,rear_mad_min,any,primary,,2592,0.027343,0.027,9999,set,TRUE
+BT,rear_mad_min,rear,comparison: rear-staged,,186,0.0066675,0.0066,9999,set,FALSE
+GR,spawn_mad_min,spawn,primary,,7,0.611179,,,insufficient,FALSE
+GR,spawn_mad_min,any_spawn,fallback: any stage,,540,0.09513500000000003,0.095,9999,set,TRUE
+GR,rear_mad_min,any,primary,,542,0.09561,0.095,9999,set,TRUE
+GR,rear_mad_min,rear,comparison: rear-staged,,223,0.09102500000000008,0.091,9999,set,FALSE
+KO,spawn_mad_min,spawn,primary,,31,0.57764,0.57,9999,set,TRUE
+RB,spawn_mad_min,spawn,primary,,55,0.01103,0.011,9999,set,TRUE
+RB,rear_mad_min,any,primary,,4508,0.009407,0.0094,9999,set,TRUE
+RB,rear_mad_min,rear,comparison: rear-staged,,2578,0.0082,0.0082,9999,set,FALSE
diff --git a/data-raw/logs/habitat_thresholds_302/coverage.csv b/data-raw/logs/habitat_thresholds_302/coverage.csv
new file mode 100644
index 00000000..0fa32450
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/coverage.csv
@@ -0,0 +1,17 @@
+species_code,stage,n_locations,n_accessible_tested,n_mad_null,share_mad_null,n_wsg
+BT,any,3096,2901,309,0.10651499482936919,43
+BT,spawn,21,17,0,0,9
+BT,any_spawn,3096,2901,309,0.10651499482936919,43
+BT,rear,205,186,0,0,10
+GR,any,785,752,210,0.27925531914893614,18
+GR,spawn,9,7,0,0,5
+GR,any_spawn,785,750,210,0.28,18
+GR,rear,267,263,40,0.1520912547528517,12
+KO,any,95,62,9,0.14516129032258066,1
+KO,spawn,48,31,0,0,1
+KO,any_spawn,95,62,9,0.14516129032258066,1
+KO,rear,5,3,2,0.6666666666666666,1
+RB,any,8612,4977,469,0.09423347398030943,28
+RB,spawn,150,61,6,0.09836065573770492,19
+RB,any_spawn,8612,4977,469,0.09423347398030943,28
+RB,rear,4688,2719,141,0.05185730047811696,28
diff --git a/data-raw/logs/habitat_thresholds_302/fiss_presence.csv b/data-raw/logs/habitat_thresholds_302/fiss_presence.csv
new file mode 100644
index 00000000..58be39ed
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/fiss_presence.csv
@@ -0,0 +1,25 @@
+species_code,wsgs,outcome,metric,n,p05,p50,p95,share_below_spawn_min,share_below_rear_min,share_above_spawn_max,share_above_rear_max
+BT,COTR LNTH PINE UNTH UPCE,absent,channel_width_m (site measured),258,0.5723214285714286,1.4583333333333333,10.75249999999999,0.6511627906976745,0.5116279069767442,,
+BT,COTR LNTH PINE UNTH UPCE,present,channel_width_m (site measured),16,1.9,5.533333333333333,12.050000000000002,0.0625,0,,
+BT,COTR LNTH PINE UNTH UPCE,absent,gradient (site measured),252,0.01,0.08,0.28224999999999995,,,0.6031746031746031,0.4166666666666667
+BT,COTR LNTH PINE UNTH UPCE,present,gradient (site measured),15,0.0085,0.025,0.10599999999999998,,,0.2,0.06666666666666667
+BT,COTR LNTH PINE UNTH UPCE,absent,segment channel_width (snapped <= 50 m),2008,1.2735,26.145,272.59,0.11205179282868526,0.06324701195219123,,
+BT,COTR LNTH PINE UNTH UPCE,present,segment channel_width (snapped <= 50 m),125,2.7760000000000002,9.1,269.74,0.048,0.024,,
+BT,COTR LNTH PINE UNTH UPCE,absent,segment mad_m3s (snapped <= 50 m),2027,4.2e-4,0.54303,13.73756,,,,
+BT,COTR LNTH PINE UNTH UPCE,present,segment mad_m3s (snapped <= 50 m),139,9e-5,0.20274,6.61912,,,,
+GR,PINE UPCE,absent,channel_width_m (site measured),77,0.4953333333333334,1.0333333333333334,10.77,0.7662337662337663,0.6103896103896104,,
+GR,PINE UPCE,present,channel_width_m (site measured),2,6.308366666666668,7.883666666666667,9.458966666666667,0,0,,
+GR,PINE UPCE,absent,gradient (site measured),73,0.013999999999999999,0.08375,0.33399999999999996,,,0.8767123287671232,0.8082191780821918
+GR,PINE UPCE,present,gradient (site measured),2,0.0105,0.015,0.0195,,,0,0
+GR,PINE UPCE,absent,segment channel_width (snapped <= 50 m),1426,1.8175,33.980000000000004,300.62,0.11640953716690042,0.034361851332398316,,
+GR,PINE UPCE,present,segment channel_width (snapped <= 50 m),86,6.7,31.995,71.83,0.011627906976744186,0,,
+GR,PINE UPCE,absent,segment mad_m3s (snapped <= 50 m),1273,3.4e-4,1.13162,13.73756,,,,
+GR,PINE UPCE,present,segment mad_m3s (snapped <= 50 m),97,9e-5,12.887,13.484506,,,,
+RB,COTR LNTH PINE UNTH UPCE,absent,channel_width_m (site measured),232,0.5539285714285714,1.3471428571428574,12.116666666666665,0.6551724137931034,0.5474137931034483,,
+RB,COTR LNTH PINE UNTH UPCE,present,channel_width_m (site measured),42,1.2223214285714286,2.325,9.46063333333332,0.40476190476190477,0.11904761904761904,,
+RB,COTR LNTH PINE UNTH UPCE,absent,gradient (site measured),227,0.01,0.08333333333333334,0.2954999999999998,,,0.6167400881057269,0.4933920704845815
+RB,COTR LNTH PINE UNTH UPCE,present,gradient (site measured),40,0.01,0.04,0.16012500000000002,,,0.375,0.275
+RB,COTR LNTH PINE UNTH UPCE,absent,segment channel_width (snapped <= 50 m),1917,1.5080000000000002,28.25,273.3,0.09702660406885759,0.047991653625456446,,
+RB,COTR LNTH PINE UNTH UPCE,present,segment channel_width (snapped <= 50 m),216,1.12,6.98,44.58,0.20833333333333334,0.17592592592592593,,
+RB,COTR LNTH PINE UNTH UPCE,absent,segment mad_m3s (snapped <= 50 m),1925,3.9e-4,0.60882,13.73756,,,,
+RB,COTR LNTH PINE UNTH UPCE,present,segment mad_m3s (snapped <= 50 m),241,9e-5,0.17596,3.67752,,,,
diff --git a/data-raw/logs/habitat_thresholds_302/fiss_share_below_candidate.R b/data-raw/logs/habitat_thresholds_302/fiss_share_below_candidate.R
new file mode 100644
index 00000000..f6c06471
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/fiss_share_below_candidate.R
@@ -0,0 +1,21 @@
+# fiss_share_below_candidate.R — share of FISS sites (snapped <= 50 m) whose segment
+# mad_m3s sits below each rear MAD candidate, present vs absent (link#302).
+# Input: the site rows query_habitat_thresholds_fiss.R writes to LNK_FISS_SITES_OUT
+# (knowledge is private; only these aggregates are committed). Run 2026-10-02:
+#   LNK_FISS_SITES_OUT=<tmp>/sites.csv Rscript data-raw/query_habitat_thresholds_fiss.R \
+#     --species=BT,GR,KO,RB --out=<tmp>
+#   Rscript data-raw/logs/habitat_thresholds_302/fiss_share_below_candidate.R <tmp>/sites.csv \
+#     data-raw/logs/habitat_thresholds_302/fiss_share_below_candidate.csv
+suppressMessages(pkgload::load_all(quiet = TRUE))
+s <- read.csv(commandArgs(TRUE)[1])
+pr <- read.csv(lnk_config("default")$files$wsg_species_presence$path, colClasses = "character")
+cand <- c(BT = 0.027, GR = 0.095, RB = 0.0094)
+out <- do.call(rbind, lapply(names(cand), function(sp) {
+  col <- tolower(sp); inr <- toupper(pr$watershed_group_code[pr[[col]] %in% "t"])
+  d <- s[toupper(s$watershed_group_code) %in% inr & (s$sampled | s[[col]]) & !is.na(s$seg_mad_m3s) & s$dist_m <= 50, ]
+  d$outcome <- ifelse(d[[col]], "present", "absent")
+  a <- aggregate(seg_mad_m3s ~ outcome, d, function(x) c(n = length(x), share_below = mean(x < cand[[sp]])))
+  data.frame(species_code = sp, candidate_rear_mad_min = cand[[sp]], outcome = a$outcome, n = a$seg_mad_m3s[, "n"], share_below_candidate = round(a$seg_mad_m3s[, "share_below"], 3))
+}))
+print(out)
+write.csv(out, commandArgs(TRUE)[2], row.names = FALSE)
diff --git a/data-raw/logs/habitat_thresholds_302/fiss_share_below_candidate.csv b/data-raw/logs/habitat_thresholds_302/fiss_share_below_candidate.csv
new file mode 100644
index 00000000..5511d2a1
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/fiss_share_below_candidate.csv
@@ -0,0 +1,7 @@
+"species_code","candidate_rear_mad_min","outcome","n","share_below_candidate"
+"BT",0.027,"absent",2027,0.273
+"BT",0.027,"present",139,0.23
+"GR",0.095,"absent",1273,0.262
+"GR",0.095,"present",97,0.216
+"RB",0.0094,"absent",1925,0.166
+"RB",0.0094,"present",241,0.274
diff --git a/data-raw/logs/habitat_thresholds_302/fiss_stamp.txt b/data-raw/logs/habitat_thresholds_302/fiss_stamp.txt
new file mode 100644
index 00000000..8f582034
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/fiss_stamp.txt
@@ -0,0 +1,9 @@
+date: 2026-10-02 08:32 PDT
+link: 0.56.0 @ ddda99e
+db: docker fwapg localhost:5432
+thresholds: inst/extdata/configs/default/parameters_habitat_thresholds.csv
+knowledge: knowledge @ 4fb1575 (dirty data/)
+wsgs: COTR LNTH PINE UNTH UPCE
+species: BT,GR,KO,RB
+schema snapped to: fresh (nearest segment within 150 m, same WSG); last logged run per WSG: COTR 2026-09-02 fresh 0.33.0@7f12d99; LNTH 2026-09-03 fresh 0.33.0@7f12d99; PINE 2026-09-02 fresh 0.33.0@7f12d99; UNTH 2026-09-03 fresh 0.33.0@7f12d99; UPCE 2026-09-02 fresh 0.33.0@7f12d99
+sites: 9670; with measured channel width: 362; with gradient: 353; snapped: 5322
diff --git a/data-raw/logs/habitat_thresholds_302/fiss_width_error.csv b/data-raw/logs/habitat_thresholds_302/fiss_width_error.csv
new file mode 100644
index 00000000..d8c7c08a
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/fiss_width_error.csv
@@ -0,0 +1,3 @@
+channel_width_source,independent,n,median_measured_m,median_segment_m,median_ratio,p10_ratio,p90_ratio,median_abs_diff_m,share_within_25pct
+FIELD_MEASURMENT,FALSE,81,3.2333333333333334,3.56,1,0.9167597765363129,1.0900709219858156,0.0033333333333338544,0.9259259259259259
+MODELLED,TRUE,18,2.1708333333333334,2.545,0.9678231445973382,0.6863909490886234,1.558090909090909,0.4541666666666667,0.6666666666666666
diff --git a/data-raw/logs/habitat_thresholds_302/obs_mad.csv b/data-raw/logs/habitat_thresholds_302/obs_mad.csv
new file mode 100644
index 00000000..f07b07db
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/obs_mad.csv
@@ -0,0 +1,12589 @@
+species_code,obs_species,watershed_group_code,region,blue_line_key,m,is_spawn,is_rear,n_records,id_segment,waterbody_type,pred_set,access,gradient,channel_width,mad_m3s
+BT,DV,HARR,Fraser,355991894,840,FALSE,FALSE,1,65,R,river_poly,1,0.0019,,9.02487
+BT,BT,HARR,Fraser,355992188,1210,FALSE,FALSE,2,110,R,river_poly,2,0,336.79,
+BT,BT,COTR,Fraser,355996501,551,FALSE,FALSE,1,332,R,river_poly,2,0,288.33,
+BT,BT;DV,LFRA,Fraser,355997796,101,FALSE,FALSE,4,453,R,river_poly,2,0,,65.50386
+BT,BT,TABR,Fraser,355999791,1397,FALSE,FALSE,1,238,R,river_poly,2,0.0025,,
+BT,BT,TABR,Fraser,355999791,257,FALSE,FALSE,1,234,R,river_poly,2,0,,
+BT,BT,WILL,Fraser,356032851,162,FALSE,FALSE,1,637,,stream,2,0.0978,3.04,0.05066
+BT,BT,MORK,Fraser,356041512,481,FALSE,FALSE,1,3064,,stream,2,0.1789,,0.07604
+BT,BT,SETN,Fraser,356041655,211,FALSE,FALSE,1,5413,,stream,2,0.1409,,0.00726
+BT,BT,WILL,Fraser,356043400,866,FALSE,FALSE,2,813,,stream,2,0.1209,3.66,0.09773
+BT,BT,COTR,Fraser,356069933,307,FALSE,FALSE,1,2545,,stream,2,0.0768,3.47,0.11433
+BT,BT,COTR,Fraser,356069933,393,FALSE,FALSE,1,2546,,stream,2,0.0499,3.47,0.11433
+BT,BT,COTR,Fraser,356072478,3,FALSE,FALSE,1,2626,W,waterbody_rule,2,0.0232,,0.02237
+BT,BT,SETN,Fraser,356096723,242,FALSE,FALSE,1,13063,,stream,2,0.1043,0.4,0.01096
+BT,BT,UFRA,Fraser,356096969,136,FALSE,FALSE,1,4751,,stream,2,0.1425,,0.09397
+BT,DV,FRAN,Fraser,356098048,69,FALSE,TRUE,1,3535,,stream,1,0.0259,1.36,0.01069
+BT,DV,FRAN,Fraser,356098253,248,FALSE,TRUE,1,3561,,stream,1,0.0568,5.1,0.01204
+BT,BT,COTR,Fraser,356103271,139,FALSE,FALSE,1,3687,,stream,2,0.0599,3.61,0.16237
+BT,BT,COTR,Fraser,356103271,592,FALSE,FALSE,1,3690,,stream,2,0.0646,3.61,0.16237
+BT,DV,FRAN,Fraser,356105824,78,FALSE,TRUE,1,3909,,stream,1,0.0529,,0.01596
+BT,BT,MORK,Fraser,356110448,204,FALSE,FALSE,1,8759,,stream,2,0.0096,,0.00991
+BT,BT,UFRA,Fraser,356115072,322,FALSE,FALSE,1,5826,,stream,2,0.0806,,0.05103
+BT,BT,COTR,Fraser,356134643,181,FALSE,FALSE,1,4879,,stream,2,0.1195,,0.03244
+BT,BT,UNRS,Fraser,356136070,676,FALSE,FALSE,1,4190,,stream,2,0.0586,2.25,0.03216
+BT,BT,CHWK,Fraser,356137300,25,FALSE,FALSE,2,2084,,stream,2,1.4568,,0.01079
+BT,BT,CHWK,Fraser,356137300,33,FALSE,FALSE,1,2085,,stream,2,0.6388,,0.01079
+BT,BT,UFRA,Fraser,356137422,61,FALSE,FALSE,1,7197,,stream,2,0.0561,,0.03784
+BT,BT,UFRA,Fraser,356137825,293,FALSE,FALSE,1,7229,,stream,2,0.1436,1.17,0.01765
+BT,BT,COTR,Fraser,356149958,410,FALSE,FALSE,1,5573,,stream,2,0.0843,,0.03367
+BT,BT,UFRA,Fraser,356150864,1354,FALSE,FALSE,1,8019,,stream,2,0.0059,,0.01626
+BT,DV,FRAN,Fraser,356159098,169,FALSE,TRUE,1,6952,,stream,1,0.1025,,0.00136
+BT,DV,FRAN,Fraser,356161297,796,FALSE,TRUE,1,7078,,stream,1,0.1128,1.35,0.00946
+BT,BT,COTR,Fraser,356163170,391,FALSE,FALSE,1,6225,,stream,2,0.1,,0.02046
+BT,DV,FRAN,Fraser,356165313,144,FALSE,TRUE,1,7361,,stream,1,0.0343,,0.01428
+BT,BT,LFRA,Fraser,356170726,115,FALSE,FALSE,2,6828,,stream,2,0.0154,,0.11273
+BT,BT,LFRA,Fraser,356170726,116,FALSE,FALSE,3,6829,,stream,2,0.012,,0.11273
+BT,BT,LFRA,Fraser,356170726,67,FALSE,FALSE,5,6826,,stream,2,0.0365,,0.11273
+BT,BT,LFRA,Fraser,356170726,90,FALSE,FALSE,5,6827,,stream,2,0.0121,,0.11273
+BT,BT,WILL,Fraser,356171086,203,FALSE,FALSE,3,4171,W,waterbody_rule,2,0,3.56,0.28432
+BT,BT,WILL,Fraser,356171086,3124,FALSE,FALSE,3,4185,,stream,2,0.0351,3.3,0.09603
+BT,BT,WILL,Fraser,356171086,466,FALSE,FALSE,3,4173,,stream,2,0.0157,3.56,0.28432
+BT,BT,WILL,Fraser,356171086,814,FALSE,FALSE,3,4176,,stream,2,0.0284,2.72,0.26104
+BT,BT,COTR,Fraser,356176942,211,FALSE,FALSE,1,6962,,stream,2,0.0801,2.74,0.07533
+BT,DV,FRAN,Fraser,356185507,608,FALSE,TRUE,1,8727,,stream,1,0.0687,2.54,0.03088
+BT,DV,LFRA,Fraser,356187826,0,FALSE,FALSE,1,7759,,stream,1,0.0052,2.83,
+BT,BT,UFRA,Fraser,356193568,1066,FALSE,FALSE,1,10959,,stream,2,0.1254,2.8,0.2424
+BT,BT,UFRA,Fraser,356193568,2872,FALSE,FALSE,1,10965,,stream,2,0.1566,3.57,0.19652
+BT,BT,UFRA,Fraser,356193568,955,FALSE,FALSE,1,10956,,stream,2,0.0914,2.8,0.2424
+BT,DV,LFRA,Fraser,356195562,268,FALSE,FALSE,1,8168,,stream,1,0,9.03,1.1351
+BT,DV,FRAN,Fraser,356198177,46,FALSE,TRUE,1,9673,,stream,1,0.0819,1.09,0.0083
+BT,BT,UFRA,Fraser,356199001,81,FALSE,FALSE,1,11390,,stream,2,0.0493,,0.02926
+BT,BT,UFRA,Fraser,356199153,1,FALSE,FALSE,1,11420,,stream,2,0.0759,5.18,0.2903
+BT,BT,UFRA,Fraser,356199153,14,FALSE,FALSE,1,11421,,stream,2,0.0444,5.18,0.2903
+BT,BT,UFRA,Fraser,356199153,49,FALSE,FALSE,1,11422,,stream,2,0.0459,5.18,0.2903
+BT,BT,UFRA,Fraser,356199153,86,FALSE,FALSE,1,11423,,stream,2,0.0378,5.18,0.2903
+BT,BT,UFRA,Fraser,356199153,89,FALSE,FALSE,1,11424,,stream,2,0.0504,5.18,0.2903
+BT,BT,WILL,Fraser,356202740,307,FALSE,FALSE,3,5475,,stream,2,0.0353,2.84,0.08855
+BT,BT,WILL,Fraser,356202740,865,FALSE,FALSE,3,5476,,stream,2,0.0341,2.84,0.08855
+BT,BT,MORK,Fraser,356208955,435,FALSE,FALSE,1,19300,,stream,2,0.103,2.77,0.08568
+BT,BT,MORK,Fraser,356210373,869,FALSE,FALSE,1,19530,,stream,2,0.1155,0.88,0.08681
+BT,BT,WILL,Fraser,356211029,1072,FALSE,FALSE,1,5831,,stream,2,0.0944,2.76,0.09069
+BT,BT,WILL,Fraser,356211029,1099,FALSE,FALSE,1,5832,,stream,2,0.1009,2.76,0.09069
+BT,BT,WILL,Fraser,356211029,998,FALSE,FALSE,1,5830,,stream,2,0.0976,2.76,0.09069
+BT,BT;DV,COTR,Fraser,356212479,1083,FALSE,FALSE,2,8999,,stream,2,0.0508,1.76,0.00508
+BT,BT,COTR,Fraser,356219778,395,FALSE,FALSE,1,9400,,stream,0,0.1394,,0.0298
+BT,BT,COTR,Fraser,356219778,48,FALSE,FALSE,1,9397,,stream,2,0.0979,,0.0298
+BT,BT,UFRA,Fraser,356220083,118,FALSE,FALSE,1,13141,,stream,2,0.0386,7.43,0.73127
+BT,BT,UFRA,Fraser,356220083,155,FALSE,FALSE,1,13142,,stream,2,0.0321,7.43,0.73127
+BT,BT,UFRA,Fraser,356220083,173,FALSE,FALSE,1,13143,,stream,2,0.0471,7.43,0.73127
+BT,BT,UFRA,Fraser,356220083,42,FALSE,FALSE,1,13138,,stream,2,0.0131,7.13,0.73127
+BT,BT,UFRA,Fraser,356220083,77,FALSE,FALSE,1,13140,,stream,2,0.0389,7.43,0.73127
+BT,DV,LFRA,Fraser,356222061,42,FALSE,FALSE,1,9911,L,other,1,0,4.09,
+BT,BT,COTR,Fraser,356225598,340,FALSE,FALSE,1,9774,,stream,2,0.168,2.89,0.11929
+BT,BT,COTR,Fraser,356225598,468,FALSE,FALSE,1,9775,,stream,2,0.0989,2.89,0.11929
+BT,DV,FRAN,Fraser,356228704,195,FALSE,TRUE,1,12304,,stream,1,0.0306,1.85,7.4e-4
+BT,DV,FRAN,Fraser,356228704,83,FALSE,TRUE,1,12302,,stream,1,0.0609,1.85,7.4e-4
+BT,DV,FRAN,Fraser,356232412,265,FALSE,TRUE,1,12677,,stream,1,0.065,1.4,0.01994
+BT,DV,FRAN,Fraser,356233007,105,FALSE,TRUE,1,12735,,stream,1,0.0228,0.83,0.00407
+BT,BT,UFRA,Fraser,356236173,479,FALSE,FALSE,1,14494,,stream,2,0.0619,4.84,0.31325
+BT,DV,FRAN,Fraser,356237466,1430,TRUE,FALSE,1,13190,,stream,1,0.0493,1.63,0.01856
+BT,DV,LFRA,Fraser,356239129,57,FALSE,FALSE,1,10916,,stream,1,0.0057,5.61,0.41769
+BT,DV,LFRA,Fraser,356239874,1706,FALSE,FALSE,1,10991,,stream,1,0.0995,26,0.69586
+BT,BT,MORK,Fraser,356241860,118,FALSE,FALSE,1,23588,,stream,2,0.0432,1.58,0.01929
+BT,BT,WILL,Fraser,356242397,0,FALSE,FALSE,1,7118,W,waterbody_rule,2,0,2.2,0.01953
+BT,BT,COTR,Fraser,356247447,1517,FALSE,FALSE,1,11285,,stream,2,0.0098,2.56,0.07753
+BT,BT,COTR,Fraser,356247447,39,FALSE,FALSE,1,11281,,stream,2,0,2.71,0.08922
+BT,DV,FRAN,Fraser,356247667,373,FALSE,TRUE,1,14456,,stream,1,0.0418,1.51,0.01457
+BT,DV,CHWK,Fraser,356248937,1104,FALSE,TRUE,4,4112,,stream,2,0.0248,7.53,0.96643
+BT,DV,CHWK,Fraser,356248937,2539,FALSE,TRUE,1,4122,,stream,2,0.0394,7.11,0.87089
+BT,BT;DV,CHWK,Fraser,356248937,265,TRUE,FALSE,3,4111,,stream,2,0.0148,7.53,0.96643
+BT,BT,CHWK,Fraser,356248937,5139,FALSE,FALSE,1,4125,,stream,2,0.057,7.22,0.87089
+BT,BT;DV,CHWK,Fraser,356248937,5562,FALSE,TRUE,2,4126,,stream,2,0.0335,7.22,0.87089
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diff --git a/data-raw/logs/habitat_thresholds_302/quantiles.csv b/data-raw/logs/habitat_thresholds_302/quantiles.csv
new file mode 100644
index 00000000..716c7927
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/quantiles.csv
@@ -0,0 +1,97 @@
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diff --git a/data-raw/logs/habitat_thresholds_302/selection.csv b/data-raw/logs/habitat_thresholds_302/selection.csv
new file mode 100644
index 00000000..4f0523de
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/selection.csv
@@ -0,0 +1,245 @@
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+KO,any,"[0.3,0.5)",2,56.49863124453874,0.03225806451612903,0.04350119430147453,0.7415443422673018
+KO,any,"[0.5,1)",13,94.77126695549089,0.20967741935483872,0.07296925973629186,2.873503446692552
+KO,any,"[1,2)",13,118.96373156509847,0.20967741935483872,0.09159627919556083,2.2891477819439703
+KO,any,"[2,5)",16,127.35816111980046,0.25806451612903225,0.09805958110332925,2.6317113863366344
+KO,any,"[5,10)",5,126.34157408142538,0.08064516129032258,0.09727685859648995,0.82902719571613
+KO,any,"[10,20)",2,49.009035902267,0.03225806451612903,0.037734570667471455,0.8548676702962101
+KO,any,NULL,9,87.6225838459319,0.14516129032258066,0.0674651219174017,2.1516494182031307
+KO,spawn,"[0,0.01)",0,152.83453839205214,0,0.12005661931754028,0
+KO,spawn,"[0.01,0.02)",0,93.8056420997859,0,0.07368745560981838,0
+KO,spawn,"[0.02,0.05)",0,117.68958430940192,0,0.09244908755394389,0
+KO,spawn,"[0.05,0.1)",0,100.93656846534455,0,0.07928903573076705,0
+KO,spawn,"[0.1,0.2)",0,105.92464777367687,0,0.08320733813117064,0
+KO,spawn,"[0.2,0.3)",0,45.37923407629619,0,0.035646899501498804,0
+KO,spawn,"[0.3,0.5)",1,56.14077235363275,0.03225806451612903,0.04410044617901159,0.7314679852713458
+KO,spawn,"[0.5,1)",10,94.72858332678611,0.3225806451612903,0.07441245667769343,4.3350355513526555
+KO,spawn,"[1,2)",8,118.10532311761571,0.25806451612903225,0.09277566423195378,2.781597073601438
+KO,spawn,"[2,5)",9,127.35816111980046,0.2903225806451613,0.10004407660341373,2.901946726901519
+KO,spawn,"[5,10)",1,123.48583221516806,0.03225806451612903,0.0970022332997542,0.3325497096179823
+KO,spawn,"[10,20)",2,49.009035902267,0.06451612903225806,0.03849822970868548,1.6758206681306895
+KO,spawn,NULL,0,87.6225838459319,0,0.0688304574547487,0
+KO,any_spawn,"[0,0.01)",1,152.83453839205214,0.016129032258064516,0.12005661931754025,0.1343452143642701
+KO,any_spawn,"[0.01,0.02)",0,93.8056420997859,0,0.07368745560981836,0
+KO,any_spawn,"[0.02,0.05)",0,117.68958430940192,0,0.09244908755394388,0
+KO,any_spawn,"[0.05,0.1)",0,100.93656846534455,0,0.07928903573076704,0
+KO,any_spawn,"[0.1,0.2)",0,105.92464777367687,0,0.08320733813117062,0
+KO,any_spawn,"[0.2,0.3)",1,45.37923407629619,0.016129032258064516,0.0356468995014988,0.4524666235666965
+KO,any_spawn,"[0.3,0.5)",2,56.14077235363275,0.03225806451612903,0.044100446179011585,0.7314679852713459
+KO,any_spawn,"[0.5,1)",13,94.72858332678611,0.20967741935483872,0.07441245667769342,2.817773108379227
+KO,any_spawn,"[1,2)",13,118.10532311761571,0.20967741935483872,0.09277566423195376,2.2600476223011694
+KO,any_spawn,"[2,5)",16,127.35816111980046,0.25806451612903225,0.10004407660341372,2.5795082016902393
+KO,any_spawn,"[5,10)",5,123.48583221516806,0.08064516129032258,0.09700223329975419,0.8313742740449558
+KO,any_spawn,"[10,20)",2,49.009035902267,0.03225806451612903,0.03849822970868547,0.8379103340653449
+KO,any_spawn,NULL,9,87.6225838459319,0.14516129032258066,0.06883045745474868,2.1089688444685155
+KO,rear,"[0,0.01)",0,167.06066915172676,0,0.12862857858359342,0
+KO,rear,"[0.01,0.02)",0,96.23125287941778,0,0.07409337778933407,0
+KO,rear,"[0.02,0.05)",0,118.44541020218688,0,0.0911971969908782,0
+KO,rear,"[0.05,0.1)",0,102.19990246985856,0,0.07868894727184748,0
+KO,rear,"[0.1,0.2)",0,108.80286189458894,0,0.08377290443280462,0
+KO,rear,"[0.2,0.3)",0,45.47836938993222,0,0.035016129413522834,0
+KO,rear,"[0.3,0.5)",0,56.49863124453874,0,0.04350119430147453,0
+KO,rear,"[0.5,1)",0,94.77126695549089,0,0.07296925973629186,0
+KO,rear,"[1,2)",0,118.96373156509847,0,0.09159627919556083,0
+KO,rear,"[2,5)",1,127.35816111980046,0.3333333333333333,0.09805958110332925,3.399293874018152
+KO,rear,"[5,10)",0,126.34157408142538,0,0.09727685859648995,0
+KO,rear,"[10,20)",0,49.009035902267,0,0.037734570667471455,0
+KO,rear,NULL,2,87.6225838459319,0.6666666666666666,0.0674651219174017,9.88164917989586
+RB,any,"[0,0.01)",244,40542.23441183407,0.04902551737994776,0.5073026212484308,0.09663959011151946
+RB,any,"[0.01,0.02)",223,7886.681684432589,0.04480610809724734,0.09868558922585653,0.45402888556202414
+RB,any,"[0.02,0.05)",505,7718.502812142338,0.1014667470363673,0.09658117677821537,1.0505851183545933
+RB,any,"[0.05,0.1)",533,4272.581430334228,0.10709262607996785,0.05346256294333013,2.0031330371027134
+RB,any,"[0.1,0.2)",429,3389.269226053115,0.0861965039180229,0.04240972870482703,2.032470061715158
+RB,any,"[0.2,0.3)",251,1595.2129256601263,0.0504319871408479,0.019960806560788438,2.5265505673462063
+RB,any,"[0.3,0.5)",332,1775.6532529533374,0.0667068515169781,0.022218645881752243,3.002291493009625
+RB,any,"[0.5,1)",466,2263.3363165871747,0.09363070122563794,0.028320995693229215,3.306052592212445
+RB,any,"[1,2)",436,2053.00302830609,0.08760297367892304,0.025689107490006503,3.4101213408446394
+RB,any,"[2,5)",507,1976.8769681732515,0.10186859553948162,0.02473654652707566,4.1181413673885405
+RB,any,"[5,10)",288,1273.8285521130967,0.05786618444846293,0.015939342586392822,3.6303996940163907
+RB,any,"[10,20)",133,1144.4724983351464,0.026722925457102673,0.014320717808850905,1.8660325420689874
+RB,any,"[20,50)",87,653.8632805465576,0.017480409885473176,0.008181753200621408,2.136511510044758
+RB,any,"[50,100)",59,179.724304444722,0.011854530841872614,0.002248879768704733,5.271304854461099
+RB,any,"[100,Inf]",15,89.37789672251753,0.0030138637733574444,0.0011183804234472506,2.694846682015081
+RB,any,NULL,469,3102.6393038260767,0.09423347398030943,0.03882314515847058,2.4272498684911215
+RB,spawn,"[0,0.01)",3,40527.971028875916,0.04918032786885246,0.5074153292819454,0.09692322054686171
+RB,spawn,"[0.01,0.02)",1,7880.424556412789,0.01639344262295082,0.09866391333345341,0.16615439291918285
+RB,spawn,"[0.02,0.05)",2,7707.510479844907,0.03278688524590164,0.0964990071989553,0.339763964392958
+RB,spawn,"[0.05,0.1)",6,4265.915551919821,0.09836065573770492,0.05340980289696987,1.8416217698359127
+RB,spawn,"[0.1,0.2)",2,3386.5105608626754,0.03278688524590164,0.042399541051107506,0.7732839656538033
+RB,spawn,"[0.2,0.3)",2,1595.162976557043,0.03278688524590164,0.019971642459756023,1.6416719512162832
+RB,spawn,"[0.3,0.5)",6,1772.522638984839,0.09836065573770492,0.022192207892158592,4.432215857731746
+RB,spawn,"[0.5,1)",10,2261.5930191619736,0.16393442622950818,0.028315430982276117,5.789579057868552
+RB,spawn,"[1,2)",4,2053.00302830609,0.06557377049180328,0.025703857883300978,2.5511256243913714
+RB,spawn,"[2,5)",5,1976.8769681732515,0.08196721311475409,0.02475074997070107,3.311706239680961
+RB,spawn,"[5,10)",7,1273.8285521130967,0.11475409836065574,0.015948494775588035,7.195293347451635
+RB,spawn,"[10,20)",5,1144.4724983351464,0.08196721311475409,0.014328940602111508,5.720395903007333
+RB,spawn,"[20,50)",2,653.8632805465576,0.03278688524590164,0.008186451070237721,4.0050181653317525
+RB,spawn,"[50,100)",0,179.724304444722,0,0.0022501710498858056,0
+RB,spawn,"[100,Inf]",0,89.37789672251753,0,0.0011190225847642643,0
+RB,spawn,NULL,6,3102.6393038260767,0.09836065573770492,0.038845436966788126,2.53210321258069
+RB,any_spawn,"[0,0.01)",244,40527.971028875916,0.04902551737994776,0.5074153292819454,0.09661812434662714
+RB,any_spawn,"[0.01,0.02)",223,7880.424556412789,0.04480610809724734,0.09866391333345341,0.4541286330881342
+RB,any_spawn,"[0.02,0.05)",505,7707.510479844907,0.1014667470363673,0.0964990071989553,1.0514796989275739
+RB,any_spawn,"[0.05,0.1)",533,4265.915551919821,0.10709262607996785,0.05340980289696987,2.0051118010406213
+RB,any_spawn,"[0.1,0.2)",429,3386.5105608626754,0.0861965039180229,0.042399541051107506,2.0329584184442813
+RB,any_spawn,"[0.2,0.3)",251,1595.162976557043,0.0504319871408479,0.019971642459756023,2.5251797513635235
+RB,any_spawn,"[0.3,0.5)",332,1772.522638984839,0.0667068515169781,0.022192207892158592,3.0058681786478907
+RB,any_spawn,"[0.5,1)",466,2261.5930191619736,0.09363070122563794,0.028315430982276117,3.3067023166359553
+RB,any_spawn,"[1,2)",436,2053.00302830609,0.08760297367892304,0.025703857883300978,3.408164411609047
+RB,any_spawn,"[2,5)",507,1976.8769681732515,0.10186859553948162,0.02475074997070107,4.115778134402776
+RB,any_spawn,"[5,10)",288,1273.8285521130967,0.05786618444846293,0.015948494775588035,3.6283163560386438
+RB,any_spawn,"[10,20)",133,1144.4724983351464,0.026722925457102673,0.014328940602111508,1.864961702274402
+RB,any_spawn,"[20,50)",87,653.8632805465576,0.017480409885473176,0.008186451070237721,2.135285453427327
+RB,any_spawn,"[50,100)",59,179.724304444722,0.011854530841872614,0.0022501710498858056,5.268279868090127
+RB,any_spawn,"[100,Inf]",15,89.37789672251753,0.0030138637733574444,0.0011190225847642643,2.6933002196665687
+RB,any_spawn,NULL,469,3102.6393038260767,0.09423347398030943,0.038845436966788126,2.425856969014834
+RB,rear,"[0,0.01)",165,40542.23441183407,0.06068407502758367,0.5073026212484308,0.11962105553140068
+RB,rear,"[0.01,0.02)",165,7886.681684432589,0.06068407502758367,0.09868558922585653,0.6149233692945706
+RB,rear,"[0.02,0.05)",346,7718.502812142338,0.12725266642147848,0.09658117677821537,1.3175721260230213
+RB,rear,"[0.05,0.1)",375,4272.581430334228,0.13791835233541744,0.05346256294333013,2.5797183064644646
+RB,rear,"[0.1,0.2)",256,3389.269226053115,0.0941522618609783,0.04240972870482703,2.2200628189885587
+RB,rear,"[0.2,0.3)",135,1595.2129256601263,0.049650606840750275,0.019960806560788438,2.4874048395561985
+RB,rear,"[0.3,0.5)",159,1775.6532529533374,0.05847738139021699,0.022218645881752243,2.63190572915352
+RB,rear,"[0.5,1)",223,2263.3363165871747,0.08201544685546157,0.028320995693229215,2.895923849000452
+RB,rear,"[1,2)",186,2053.00302830609,0.06840750275836704,0.025689107490006503,2.6628991600809298
+RB,rear,"[2,5)",274,1976.8769681732515,0.10077234277307834,0.02473654652707566,4.073824236652309
+RB,rear,"[5,10)",136,1273.8285521130967,0.05001838911364472,0.015939342586392822,3.1380459289672755
+RB,rear,"[10,20)",81,1144.4724983351464,0.029790364104450167,0.014320717808850905,2.0802284146705454
+RB,rear,"[20,50)",37,653.8632805465576,0.01360794409709452,0.008181753200621408,1.6632063768509895
+RB,rear,"[50,100)",31,179.724304444722,0.01140125045972784,0.002248879768704733,5.069746554878972
+RB,rear,"[100,Inf]",9,89.37789672251753,0.0033100404560500183,0.0011183804234472506,2.959673101078865
+RB,rear,NULL,141,3102.6393038260767,0.05185730047811696,0.03882314515847058,1.3357315659625928
diff --git a/data-raw/logs/habitat_thresholds_302/stamp.txt b/data-raw/logs/habitat_thresholds_302/stamp.txt
new file mode 100644
index 00000000..301af20b
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/stamp.txt
@@ -0,0 +1,8 @@
+date: 2026-10-02 08:06 PDT
+link: 0.56.0 @ a7f919e
+fresh installed: 0.36.2 @ e3a37f031cca31ccfab59f47d6e19dde4083cca5
+db: docker fwapg localhost:5432
+schema: fresh_default; 46 calibration WSGs (persisted, with discharge): ADMS BBAR CARP CHES CHWK COTR CRKD DOGC FINA FINL FIRE FOXR FRAN FRCN HARR INGR KOTL LARL LBTN LCHL LFRA LOMI LPCE LSAL MESI MFRA MORK NARC NATR NECR OSPK PARA PARS PCEA PINE SALR SETN SLOC TABR TOOD TWAC UFRA UNRS UOMI UPCE WILL
+bcfishobs.observations rows: 373050
+discharge rows: 2716652 (2003189 with mad_m3s)
+pooling: default species_pooling.csv; BT<-DV
diff --git a/data-raw/logs/habitat_thresholds_302/width_mad_equivalent.txt b/data-raw/logs/habitat_thresholds_302/width_mad_equivalent.txt
new file mode 100644
index 00000000..0faf5d19
--- /dev/null
+++ b/data-raw/logs/habitat_thresholds_302/width_mad_equivalent.txt
@@ -0,0 +1,11 @@
+# mad_m3s on fresh_default stream segments (edges 1000/1100/2000/2300 outside waterbodies) with MODELLED
+# channel_width within +/-0.1 m of each current width minimum, discharge joined on linear_feature_id.
+# The BC-native discharge equivalent of the cw cutoffs. Run 2026-10-02, link @ a7f919e, docker fwapg.
+
+ w_bin |   n   |  q25   |  med   |  q75   
+-------+-------+--------+--------+--------
+ 1.5   | 36601 | 0.0144 | 0.0214 | 0.0276
+ 2.0   | 24509 | 0.0287 | 0.0412 | 0.0521
+ 4.0   |  5977 | 0.1426 | 0.2010 | 0.2448
+(3 rows)
+
diff --git a/data-raw/query_habitat_thresholds_fiss.R b/data-raw/query_habitat_thresholds_fiss.R
index c729633c..e73de5e0 100644
--- a/data-raw/query_habitat_thresholds_fiss.R
+++ b/data-raw/query_habitat_thresholds_fiss.R
@@ -1,4 +1,6 @@
-# FISS site-level evidence for CH and BT habitat thresholds (link#284).
+# FISS site-level evidence for habitat thresholds: CH and BT gradient and
+# width (link#284), and the snapped segment's mean annual discharge for the
+# MAD ranges (link#302).
 #
 # Provincial FISS data submissions (the .xls behind FISS sample sites), as
 # parsed into per-WSG snapshots by the `knowledge` repo (scripts 0200-0220).
@@ -14,12 +16,17 @@
 #
 # Read-only against docker fwapg (:5432); temp tables only.
 #
-#   LNK_KNOWLEDGE_DIR=~/Projects/repo/knowledge Rscript data-raw/query_habitat_thresholds_fiss.R
+#   LNK_KNOWLEDGE_DIR=~/Projects/repo/knowledge Rscript data-raw/query_habitat_thresholds_fiss.R \
+#     [--species=CH,BT] [--out=data-raw/logs/habitat_thresholds_284]
 #
-# Writes to data-raw/logs/habitat_thresholds_284/:
+# --species takes any of CH, BT, GR, KO, RB (matched on the common name in the
+# FISS species list). The defaults reproduce #284's run.
+#
+# Writes to --out:
 #   (site rows only when LNK_FISS_SITES_OUT names a path: `knowledge` is a
 #   private repo and link is public, so only aggregates are committed here)
-#   fiss_presence.csv     presence vs absence against current cutoffs, per species
+#   fiss_presence.csv     presence vs absence against current cutoffs, per species,
+#                         plus the snapped segment's mad_m3s (`segment mad_m3s`)
 #   fiss_width_error.csv  measured vs segment channel width, by segment width source
 #   fiss_stamp.txt        knowledge SHA, WSGs, counts
 
@@ -29,7 +36,26 @@ suppressPackageStartupMessages({
   library(dplyr)
 })
 
-dir_out <- file.path("data-raw", "logs", "habitat_thresholds_284")
+opt <- function(name, default) {
+  a <- grep(paste0("^--", name, "="), commandArgs(trailingOnly = TRUE),
+            value = TRUE)
+  if (length(a) == 0L) default else sub(paste0("^--", name, "="), "", a[length(a)])
+}
+dir_out <- opt("out", file.path("data-raw", "logs", "habitat_thresholds_284"))
+# FISS lists species by common name.
+species_names <- c(CH = "Chinook", BT = "Bull Trout", GR = "Arctic Grayling",
+                   KO = "Kokanee", RB = "Rainbow Trout")
+species <- toupper(trimws(strsplit(opt("species", "CH,BT"), ",")[[1]]))
+# The default --out is #284's committed evidence; another species set must
+# not overwrite it.
+if (!any(grepl("^--out=", commandArgs(trailingOnly = TRUE))) &&
+    !identical(species, c("CH", "BT"))) {
+  stop("--species other than CH,BT needs an explicit --out", call. = FALSE)
+}
+if (!all(species %in% names(species_names))) {
+  stop("--species takes ", paste(names(species_names), collapse = ", "),
+       call. = FALSE)
+}
 fs::dir_create(dir_out)
 dir_knowledge <- Sys.getenv("LNK_KNOWLEDGE_DIR",
                             fs::path_expand("~/Projects/repo/knowledge"))
@@ -46,7 +72,7 @@ schema <- "fresh"
 cfg <- lnk_config("default")
 th <- readr::read_csv(cfg$files$parameters_habitat_thresholds$path,
                       show_col_types = FALSE) |>
-  filter(species_code %in% c("CH", "BT"))
+  filter(species_code %in% species)
 presence <- readr::read_csv(cfg$files$wsg_species_presence$path,
                             show_col_types = FALSE,
                             col_types = readr::cols(.default = "c"))
@@ -69,9 +95,11 @@ sites <- bind_rows(lapply(wsgs, function(w) {
     gradient = num(average_gradient_percent),
     effort_recorded = effort_recorded %in% "TRUE",
     nfc = nfc %in% "TRUE",
-    species_list,
-    ch = grepl("Chinook", species_list, ignore.case = TRUE),
-    bt = grepl("Bull Trout", species_list, ignore.case = TRUE))
+    species_list)
+for (sp in species) {
+  sites[[tolower(sp)]] <- grepl(species_names[[sp]], sites$species_list,
+                                ignore.case = TRUE)
+}
 
 # An absence is a site that was sampled with recorded effort (or an explicit
 # no-fish-captured) and did not catch the species.
@@ -93,11 +121,14 @@ snap <- dbGetQuery(conn, sprintf("
     FROM t_fiss)
   SELECT p.site_key, p.watershed_group_code, s.id_segment, s.gradient AS seg_gradient,
          s.channel_width AS seg_channel_width, s.channel_width_source,
-         s.stream_order, s.edge_type, s.dist_m
+         s.stream_order, s.edge_type, s.dist_m,
+         (SELECT d.mad_m3s FROM whse_basemapping.fwa_stream_networks_discharge d
+           WHERE d.linear_feature_id = s.linear_feature_id) AS seg_mad_m3s
   FROM p
   JOIN LATERAL (
     SELECT s.id_segment, s.gradient, s.channel_width, s.channel_width_source,
-           s.stream_order, s.edge_type, st_distance(s.geom, p.geom) AS dist_m
+           s.stream_order, s.edge_type, s.linear_feature_id,
+           st_distance(s.geom, p.geom) AS dist_m
     FROM %s.streams s
     WHERE s.watershed_group_code = p.watershed_group_code
       AND st_dwithin(s.geom, p.geom, 150)
@@ -146,11 +177,20 @@ pres_one <- function(sp) {
                 p95 = quantile(seg_channel_width, 0.95),
                 share_below_spawn_min = mean(seg_channel_width < t$spawn_channel_width_min),
                 share_below_rear_min = mean(seg_channel_width < t$rear_channel_width_min),
+                .groups = "drop"),
+    # Discharge is modelled, never measured at the site: the segment's value.
+    d |> filter(!is.na(seg_mad_m3s), dist_m <= 50) |>
+      group_by(outcome) |>
+      summarise(metric = "segment mad_m3s (snapped <= 50 m)", n = n(),
+                p05 = quantile(seg_mad_m3s, 0.05), p50 = median(seg_mad_m3s),
+                p95 = quantile(seg_mad_m3s, 0.95),
+                share_below_spawn_min = mean(seg_mad_m3s < t$spawn_mad_min),
+                share_below_rear_min = mean(seg_mad_m3s < t$rear_mad_min),
                 .groups = "drop")) |>
     mutate(species_code = sp, wsgs = paste(intersect(in_range, unique(d$watershed_group_code)),
                                            collapse = " "), .before = 1)
 }
-readr::write_csv(bind_rows(pres_one("CH"), pres_one("BT")),
+readr::write_csv(bind_rows(lapply(species, pres_one)),
                  file.path(dir_out, "fiss_presence.csv"), na = "")
 
 # -- modelled vs measured width at the same place ------------------------------
@@ -200,6 +240,7 @@ writeLines(c(
           git1(dir_knowledge, "rev-parse --short HEAD"),
           if (length(git1(dir_knowledge, "status --porcelain -- data"))) " (dirty data/)" else ""),
   sprintf("wsgs: %s", paste(toupper(wsgs), collapse = " ")),
+  sprintf("species: %s", paste(species, collapse = ",")),
   sprintf("schema snapped to: %s (nearest segment within 150 m, same WSG); last logged run per WSG: %s",
           schema, if (is.na(vintage)) "none logged" else vintage),
   sprintf("sites: %d; with measured channel width: %d; with gradient: %d; snapped: %d",
diff --git a/data-raw/query_habitat_thresholds_mad.R b/data-raw/query_habitat_thresholds_mad.R
new file mode 100644
index 00000000..7913da9e
--- /dev/null
+++ b/data-raw/query_habitat_thresholds_mad.R
@@ -0,0 +1,396 @@
+#!/usr/bin/env Rscript
+# query_habitat_thresholds_mad.R — mean annual discharge (mad_m3s) at fish
+# observation locations, against accessible availability, for the species
+# with no MAD range (link#302).
+#
+# Under the `mad` habitat model (#286) a species with no `*_mad_min/max` in
+# parameters_habitat_thresholds.csv loses every stream rule that inherits
+# thresholds. This script measures the discharge the fish actually use, the
+# evidence for the ranges `default_tuned` is given.
+#
+# The instrument is lnk_habitat_validate() itself, run over the calibration
+# WSGs with a method table that puts every one of them on `mad`, so each
+# observation location carries its segment's mad_m3s (joined from
+# whse_basemapping.fwa_stream_networks_discharge on linear_feature_id, which
+# is unique there). The attachment, pooling (default's species_pooling.csv),
+# exclusions, stage and access are then exactly the validator's: no second
+# copy of that logic. The persisted habitat flags are the cw run's and are not
+# used here; only the segment attributes, `access` and the stage are.
+#
+# Calibration WSGs: every WSG persisted in `fresh_default` that has discharge
+# for at least one line. They are in-sample for any later score; held-out
+# WSGs must come from outside this set.
+#
+# Decision rule, fixed before the first run (2026-10-02):
+#   - Locations: accessible (`access` 1 or 2) on a segment whose stage rule
+#     tests the size under `mad` (fresh drops the river rule's rule-level
+#     channel_width there, so river polygons inherit the range too):
+#       spawn: a river polygon (waterbody_type R), or a stream edge
+#              (1000/1100/2000/2300) outside any waterbody (the spawn stream
+#              rule carries `in_waterbody: false`);
+#       rear:  a river polygon, or a stream edge anywhere (the rear stream
+#              rule has no `in_waterbody`), except a segment that the
+#              species' own lake or wetland rear rule already admits (as
+#              fresh compiles it, .frs_rule_to_sql()); those are reported
+#              as subset `waterbody_rule` and never decide.
+#     NULL mad_m3s is reported as coverage and left out of the quantiles.
+#   - spawn_mad_min <- P05 of spawn-staged locations. Where those are fewer
+#     than 30, P05 of locations at any stage on spawn-tested segments,
+#     labelled `fallback: any stage` (operator, 2026-10-02: BT and GR cluster
+#     rearing on spawning, so an empty spawn range would also empty their
+#     stream rearing under `mad`).
+#   - rear_mad_min  <- P05 of locations at any stage (these four are
+#     residents or carry no stage, as #284 read BT rearing); rear-staged is
+#     reported beside it as a comparison.
+#   - The value is floored to two significant figures (so the P05 location
+#     itself stays inside the range).
+#   - `*_mad_max` is 9999 (open), the operator's call at the #302 plan gate.
+#   - Fewer than 30 locations (after the spawn fallback): no value
+#     ("insufficient"); the cell stays NA. `decides` marks the row whose value
+#     is the candidate.
+#   - Only stages a stream rule inherits thresholds for (rules.yaml): KO
+#     rearing is lake-only, so KO gets a spawn range only.
+#
+#   Rscript data-raw/query_habitat_thresholds_mad.R \
+#     [--species=BT,GR,KO,RB] [--schema=fresh_default] [--wsgs=ADMS,...]
+#     [--out=data-raw/logs/habitat_thresholds_302]
+#
+# Writes to --out:
+#   obs_mad.csv      one row per retained location (no project names)
+#   coverage.csv     locations per species x stage, and the share with no discharge
+#   quantiles.csv    mad_m3s quantiles by species x stage x subset x region
+#   selection.csv    use vs accessible length by mad_m3s bin
+#   candidates.csv   the decision rule above, applied mechanically
+#   stamp.txt        environment stamp
+#
+# Limits, stated rather than coded around (code-check round 3, none of them
+# reached by the `default` rules): the waterbody admission takes fresh's
+# compiled L/W rules but not an `area_only` rule's removal or model_rules();
+# inherits_size() reads rules.yaml for which stages inherit a size range. The
+# classification was checked against fresh's own compiled `mad` predicates on
+# every fresh_default segment (BT, GR; spawn, rear): they agree on all of them.
+#
+# Read-only against docker fwapg (:5432). Temp tables only.
+
+suppressPackageStartupMessages({
+  pkgload::load_all(quiet = TRUE)
+  library(DBI)
+  library(dplyr)
+})
+
+opt <- function(name, default = NULL) {
+  a <- grep(paste0("^--", name, "="), commandArgs(trailingOnly = TRUE),
+            value = TRUE)
+  if (length(a) == 0L) return(default)
+  sub(paste0("^--", name, "="), "", a[length(a)])
+}
+split_csv <- function(x) {
+  if (is.null(x)) return(character(0))
+  v <- toupper(trimws(strsplit(x, ",")[[1]]))
+  v[nzchar(v)]
+}
+
+species <- split_csv(opt("species", "BT,GR,KO,RB"))
+schema <- opt("schema", "fresh_default")
+dir_out <- opt("out", file.path("data-raw", "logs", "habitat_thresholds_302"))
+wsgs_arg <- split_csv(opt("wsgs"))
+fs::dir_create(dir_out)
+
+conn <- lnk_db_conn(dbname = "fwapg", host = "localhost", port = 5432L,
+                    user = "postgres", password = "postgres")
+
+cfg <- lnk_config("default")
+loaded <- suppressWarnings(lnk_load_overrides(cfg))
+th <- utils::read.csv(cfg$files$parameters_habitat_thresholds$path)
+
+# -- calibration WSGs: persisted in `schema` and carrying discharge -----------
+wsg_cal <- dbGetQuery(conn, sprintf("
+  SELECT DISTINCT s.watershed_group_code
+    FROM %s.streams s
+   WHERE EXISTS (SELECT 1 FROM whse_basemapping.fwa_stream_networks_discharge d
+                  WHERE d.linear_feature_id = s.linear_feature_id
+                    AND d.mad_m3s IS NOT NULL)
+   ORDER BY 1", schema))$watershed_group_code
+if (length(wsgs_arg) > 0L) {
+  if (!all(wsgs_arg %in% wsg_cal)) {
+    stop("--wsgs not persisted in ", schema, " with discharge: ",
+         paste(setdiff(wsgs_arg, wsg_cal), collapse = ", "), call. = FALSE)
+  }
+  wsg_cal <- wsgs_arg
+}
+message(length(wsg_cal), " calibration WSGs: ", paste(wsg_cal, collapse = " "))
+
+# -- every calibration WSG on `mad`, on a copy of default's method table ------
+meth <- utils::read.csv(cfg$files$parameters_habitat_method$path,
+                        colClasses = "character")
+meth <- rbind(meth[!meth$watershed_group_code %in% wsg_cal, ],
+              data.frame(watershed_group_code = wsg_cal, model = "mad"))
+path_meth <- tempfile(fileext = ".csv")
+utils::write.csv(meth, path_meth, row.names = FALSE, quote = FALSE)
+cfg$files$parameters_habitat_method$path <- path_meth
+
+pool <- lnk_species_pooling(loaded, aoi = wsg_cal, species = species)
+v <- lnk_habitat_validate(conn, aoi = wsg_cal, cfg = cfg, loaded = loaded,
+                          species = species, schema = schema,
+                          species_obs = pool)
+if (!all(v$observations$model == "mad")) {
+  stop("a calibration WSG did not resolve to `mad`", call. = FALSE)
+}
+
+regions <- utils::read.csv(system.file("extdata", "wsg_regions.csv",
+                                       package = "link"))
+rules <- yaml::read_yaml(cfg$rules)
+edges_stream <- c(1000L, 1100L, 2000L, 2300L)
+
+# Segments a species' own lake / wetland rear rule admits with no size test.
+# The SQL is fresh's own (.frs_rule_to_sql() over the L/W rear rules), so the
+# polygon tables, the area floors and the edges are whatever fresh compiles,
+# never a transcription of rules.yaml (which declares a wetland_ha_min that
+# fresh's rear predicate does not apply, and whose L rules reach reservoirs).
+wb_admit_sql <- function(sp) {
+  r <- Filter(function(x) isTRUE(x$waterbody_type %in% c("L", "W")),
+              rules[[sp]][["rear"]])
+  if (length(r) == 0L) return("FALSE")
+  paste(vapply(r, function(x) fresh:::.frs_rule_to_sql(x), character(1)),
+        collapse = " OR ")
+}
+# One classification, in SQL, used for both the use side (the observations'
+# segments) and the availability side (every accessible segment).
+seg_class_sql <- function(sp) {
+  # River polygons as fresh resolves `waterbody_type: R` (fwa_rivers_poly
+  # membership, .frs_waterbody_tables()), not fwa_waterbodies' type column,
+  # which lacks some river-polygon keys.
+  sprintf("CASE WHEN s.waterbody_key IN (SELECT waterbody_key
+                                           FROM whse_basemapping.fwa_rivers_poly)
+                THEN 'river_poly'
+                WHEN s.edge_type NOT IN (%1$s) THEN 'other'
+                WHEN s.waterbody_key IS NULL THEN 'stream'
+                WHEN %2$s THEN 'waterbody_rule'
+                ELSE 'stream_in_waterbody' END",
+          paste(edges_stream, collapse = ", "), wb_admit_sql(sp))
+}
+seg_classes <- bind_rows(lapply(species, function(sp) {
+  o <- v$observations[v$observations$species_code == sp &
+                        !is.na(v$observations$id_segment),
+                      c("watershed_group_code", "id_segment")]
+  o <- unique(o)
+  if (nrow(o) == 0L) return(NULL)
+  dbWriteTable(conn, "t_mad_seg", o, temporary = TRUE, overwrite = TRUE)
+  dbGetQuery(conn, sprintf("
+    SELECT '%1$s' AS species_code, s.watershed_group_code, s.id_segment,
+           %3$s AS pred_set
+      FROM %2$s.streams s
+      JOIN t_mad_seg t USING (watershed_group_code, id_segment)", sp, schema, seg_class_sql(sp)))
+}))
+tested_classes <- list(spawn = c("river_poly", "stream"),
+                       rear = c("river_poly", "stream", "stream_in_waterbody"))
+
+obs <- v$observations |>
+  mutate(is_spawn = as.vector(is_spawn), is_rear = as.vector(is_rear),
+         obs_species = as.vector(obs_species),
+         accessible_pt = access %in% c(1L, 2L)) |>
+  left_join(seg_classes,
+            by = c("species_code", "watershed_group_code", "id_segment")) |>
+  left_join(regions[c("watershed_group_code", "region")],
+            by = "watershed_group_code")
+
+readr::write_csv(
+  obs |> select(species_code, obs_species, watershed_group_code, region,
+                blue_line_key, m, is_spawn, is_rear, n_records, id_segment,
+                waterbody_type, pred_set, access, gradient, channel_width,
+                mad_m3s),
+  file.path(dir_out, "obs_mad.csv"), na = "")
+
+# -- stage sets ------------------------------------------------------------------
+# A set of locations is a stage filter AND the segments that stage's rule
+# tests: spawn-staged on spawn-tested segments; `any` and rear-staged on
+# rear-tested segments (they calibrate rearing).
+stage_sets <- list(
+  any = function(d) d[d$pred_set %in% tested_classes$rear, ],
+  spawn = function(d) {
+    d[d$is_spawn %in% TRUE & d$pred_set %in% tested_classes$spawn, ]
+  },
+  any_spawn = function(d) d[d$pred_set %in% tested_classes$spawn, ],
+  rear = function(d) {
+    d[d$is_rear %in% TRUE & d$pred_set %in% tested_classes$rear, ]
+  })
+tested <- obs |> filter(accessible_pt)
+
+coverage <- bind_rows(lapply(species, function(sp) {
+  bind_rows(lapply(names(stage_sets), function(st) {
+    d <- obs[obs$species_code == sp, ]
+    d <- switch(st, any = , any_spawn = d, spawn = d[d$is_spawn %in% TRUE, ],
+                rear = d[d$is_rear %in% TRUE, ])
+    t <- stage_sets[[st]](tested[tested$species_code == sp, ])
+    tibble(species_code = sp, stage = st, n_locations = nrow(d),
+           n_accessible_tested = nrow(t),
+           n_mad_null = sum(is.na(t$mad_m3s)),
+           share_mad_null = if (nrow(t) == 0L) NA_real_ else
+             mean(is.na(t$mad_m3s)),
+           n_wsg = length(unique(t$watershed_group_code)))
+  }))
+}))
+readr::write_csv(coverage, file.path(dir_out, "coverage.csv"), na = "")
+
+# -- quantiles -------------------------------------------------------------------
+probs <- c(0.01, 0.02, 0.05, 0.10, 0.25, 0.50, 0.75, 0.90, 0.95, 0.99)
+qtab <- function(x, ...) {
+  x <- x[!is.na(x)]
+  if (length(x) == 0L) return(NULL)
+  q <- stats::quantile(x, probs, names = FALSE, type = 7)
+  tibble(..., n = length(x),
+         !!!stats::setNames(as.list(q), sprintf("p%02d", probs * 100)))
+}
+quant <- bind_rows(lapply(species, function(sp) {
+  bind_rows(lapply(names(stage_sets), function(st) {
+    d <- stage_sets[[st]](tested[tested$species_code == sp, ])
+    regs <- c("all", sort(unique(d$region)))
+    bind_rows(lapply(regs, function(r) {
+      dr <- if (r == "all") d else d[d$region %in% r, ]
+      bind_rows(
+        qtab(dr$mad_m3s, species_code = sp, stage = st, region = r,
+             subset = "tested"),
+        qtab(dr$mad_m3s[dr$pred_set == "stream"], species_code = sp,
+             stage = st, region = r, subset = "stream"))
+    }))
+  }))
+}))
+# Rearing a lake or wetland rule admits: no size test today, but the rear
+# range also gates fresh's lake / wetland rearing predicates once it exists
+# (build_wb_pred), so how much of it sits below a candidate is reported.
+quant <- bind_rows(quant, bind_rows(lapply(species, function(sp) {
+  d <- tested[tested$species_code == sp & tested$pred_set == "waterbody_rule", ]
+  bind_rows(qtab(d$mad_m3s, species_code = sp, stage = "any", region = "all",
+                 subset = "waterbody_rule"),
+            qtab(d$mad_m3s[d$is_rear %in% TRUE], species_code = sp,
+                 stage = "rear", region = "all", subset = "waterbody_rule"))
+})))
+readr::write_csv(quant, file.path(dir_out, "quantiles.csv"), na = "")
+
+# -- availability: accessible length by mad bin, same WSGs ------------------------
+breaks_mad <- c(0, 0.01, 0.02, 0.05, 0.1, 0.2, 0.3, 0.5, 1, 2, 5, 10, 20, 50,
+                100, Inf)
+avail <- bind_rows(lapply(species, function(sp) {
+  present <- toupper(loaded$wsg_species_presence$watershed_group_code[
+    as.character(loaded$wsg_species_presence[[tolower(sp)]]) %in% "t"])
+  w <- intersect(wsg_cal, present)
+  if (length(w) == 0L) return(NULL)
+  dbGetQuery(conn, sprintf("
+    SELECT '%1$s' AS species_code, %4$s AS pred_set,
+           d.mad_m3s, sum(s.length_metre) / 1000 AS km
+      FROM %2$s.streams s
+      JOIN %2$s.streams_access a USING (id_segment, watershed_group_code)
+      LEFT JOIN whse_basemapping.fwa_stream_networks_discharge d
+        ON d.linear_feature_id = s.linear_feature_id
+     WHERE a.access_%3$s IN (1, 2)
+       AND s.watershed_group_code = ANY($1)
+     GROUP BY 1, 2, 3", sp, schema, tolower(sp), seg_class_sql(sp)),
+    params = list(paste0("{", paste(w, collapse = ","), "}")))
+}))
+
+bin_label <- function(x) {
+  b <- as.character(cut(x, breaks_mad, right = FALSE, include.lowest = TRUE))
+  ifelse(is.na(b), "NULL", b)
+}
+lv <- c(levels(cut(0, breaks_mad, right = FALSE, include.lowest = TRUE)),
+        "NULL")
+sel <- bind_rows(lapply(species, function(sp) {
+  bind_rows(lapply(names(stage_sets), function(st) {
+    cl <- if (st %in% c("spawn", "any_spawn")) tested_classes$spawn else
+      tested_classes$rear
+    a <- avail[avail$species_code == sp & avail$pred_set %in% cl, ] |>
+      mutate(bin = bin_label(mad_m3s)) |>
+      group_by(bin) |>
+      summarise(avail_km = sum(km), .groups = "drop")
+    d <- stage_sets[[st]](tested[tested$species_code == sp, ])
+    u <- tibble(bin = bin_label(d$mad_m3s)) |> count(bin, name = "use_n")
+    full_join(u, a, by = "bin") |>
+      mutate(use_n = coalesce(use_n, 0L), avail_km = coalesce(avail_km, 0),
+             use_share = use_n / sum(use_n),
+             avail_share = avail_km / sum(avail_km),
+             ratio = use_share / avail_share,
+             bin = factor(bin, levels = lv)) |>
+      arrange(bin) |>
+      mutate(bin = as.character(bin), species_code = sp, stage = st,
+             .before = 1)
+  }))
+}))
+readr::write_csv(sel, file.path(dir_out, "selection.csv"), na = "")
+
+# -- decision rule ---------------------------------------------------------------
+floor_signif2 <- function(x) {
+  if (is.na(x) || x <= 0) return(if (is.na(x)) NA_real_ else 0)
+  e <- 10^(floor(log10(x)) - 1)
+  # round() first: x / e is an exact integer in decimal more often than in binary.
+  # signif() last: the product carries binary noise (2.4000000000000004)
+  # that would otherwise be written into a thresholds CSV.
+  signif(floor(round(x / e, 9)) * e, 2)
+}
+inherits_size <- function(sp, stage) {
+  r <- rules[[sp]][[stage]]
+  any(vapply(r, function(x) {
+    !identical(x$thresholds, FALSE) && is.null(x$waterbody_type) &&
+      any(c(1000L, 1100L) %in% as.integer(unlist(x$edge_types_explicit)))
+  }, logical(1)))
+}
+cands <- bind_rows(lapply(species, function(sp) {
+  bind_rows(lapply(c("spawn", "rear"), function(stage) {
+    if (!inherits_size(sp, stage)) return(NULL)
+    set <- if (stage == "spawn") "spawn" else "any"
+    one <- function(st, role, decides) {
+      r <- quant[quant$species_code == sp & quant$stage == st &
+                   quant$region == "all" & quant$subset == "tested", ]
+      n <- if (nrow(r) == 0L) 0L else r$n
+      p05 <- if (nrow(r) == 0L) NA_real_ else r$p05
+      enough <- n >= 30L
+      tibble(species_code = sp, parameter = paste0(stage, "_mad_min"),
+             evidence_set = st, evidence_role = role,
+             current = th[th$species_code == sp, paste0(stage, "_mad_min")],
+             n = n, p05 = p05,
+             rule_value = if (enough) floor_signif2(p05) else NA_real_,
+             rule_max = if (enough) 9999 else NA_real_,
+             rule_says = if (enough) "set" else "insufficient",
+             decides = decides)
+    }
+    prim <- one(set, "primary", TRUE)
+    fb <- NULL
+    if (stage == "spawn" && prim$rule_says == "insufficient") {
+      prim$decides <- FALSE
+      fb <- one("any_spawn", "fallback: any stage", TRUE)
+    }
+    bind_rows(prim, fb,
+              if (stage == "rear") one("rear", "comparison: rear-staged", FALSE))
+  }))
+}))
+readr::write_csv(cands, file.path(dir_out, "candidates.csv"), na = "")
+print(as.data.frame(cands))
+
+# -- stamp -----------------------------------------------------------------------
+fresh_sha <- .lnk_pkg_git_sha("fresh")
+link_dirty <- length(system(paste(
+  "git status --porcelain -- R inst/extdata/configs/default",
+  "data-raw/query_habitat_thresholds_mad.R"), intern = TRUE)) > 0L
+pooled <- pool[pool$scope_level != "self", ]
+writeLines(c(
+  sprintf("date: %s", format(Sys.time(), "%Y-%m-%d %H:%M %Z")),
+  sprintf("link: %s @ %s%s", utils::packageVersion("link"),
+          system("git rev-parse --short HEAD", intern = TRUE),
+          if (link_dirty) " (dirty)" else ""),
+  sprintf("fresh installed: %s @ %s", utils::packageVersion("fresh"),
+          if (is.na(fresh_sha)) "no recorded sha" else fresh_sha),
+  "db: docker fwapg localhost:5432",
+  sprintf("schema: %s; %d calibration WSGs (persisted, with discharge): %s",
+          schema, length(wsg_cal), paste(wsg_cal, collapse = " ")),
+  sprintf("bcfishobs.observations rows: %s",
+          dbGetQuery(conn, "SELECT count(*) FROM bcfishobs.observations")[[1]]),
+  sprintf("discharge rows: %s (%s with mad_m3s)",
+          dbGetQuery(conn, "SELECT count(*) FROM whse_basemapping.fwa_stream_networks_discharge")[[1]],
+          dbGetQuery(conn, "SELECT count(mad_m3s) FROM whse_basemapping.fwa_stream_networks_discharge")[[1]]),
+  sprintf("pooling: default species_pooling.csv; %s",
+          if (nrow(pooled) == 0L) "none" else
+            paste(unique(paste0(pooled$species_code, "<-", pooled$obs_species)),
+                  collapse = ", "))),
+  file.path(dir_out, "stamp.txt"))
+
+dbDisconnect(conn)
+message("wrote ", dir_out)
diff --git a/inst/extdata/configs/default_tuned/README.md b/inst/extdata/configs/default_tuned/README.md
index 46738532..0d8c2ace 100644
--- a/inst/extdata/configs/default_tuned/README.md
+++ b/inst/extdata/configs/default_tuned/README.md
@@ -12,7 +12,9 @@ Everything else — `rules.yaml`, `dimensions.csv`, `parameters_fresh.csv`, `ove
 
 ## Status
 
-One cell differs from `default` (link#284): BT `rear_gradient_max` 0.1049 → 0.1349, from BT and DV records pooled (BT records alone give 0.1249; both are in the research doc). The other CH and BT gradient maxima and channel-width minima were examined and kept, as were `spawn_gradient_min` and `cluster_bridge_gradient` in the inherited `parameters_fresh.csv`. Channel-width maxima, MAD, lake area and edge types were out of scope and are unchanged. The evidence for each value, changed or kept, is in [`research/habitat_thresholds.md`](../../../../research/habitat_thresholds.md). The BT value was **scored** against fish observations on eight watershed groups held out from its calibration (link#284 step 5) and held: the steps to 0.1349 add rearing that BT use at 0.60–0.71 of the core rate (0.75–0.89 at the same elevation), and the step past it does not. The kept CH values could not be scored with the data available; the other kept BT values were not tested.
+**Gradient (link#284).** BT `rear_gradient_max` 0.1049 → 0.1349, from BT and DV records pooled (BT records alone give 0.1249; both are in the research doc). The other CH and BT gradient maxima and channel-width minima were examined and kept, as were `spawn_gradient_min` and `cluster_bridge_gradient` in the inherited `parameters_fresh.csv`. Channel-width maxima, lake area and edge types were out of scope and are unchanged. The evidence for each value, changed or kept, is in [`research/habitat_thresholds.md`](../../../../research/habitat_thresholds.md). The BT value was **scored** against fish observations on eight watershed groups held out from its calibration (link#284 step 5) and held: the steps to 0.1349 add rearing that BT use at 0.60–0.71 of the core rate (0.75–0.89 at the same elevation), and the step past it does not. The kept CH values could not be scored with the data available; the other kept BT values were not tested.
+
+**MAD ranges (link#302).** `default` gives BT, GR, KO and RB no mean annual discharge range, so a group put on the `mad` model would lose all their stream habitat. This bundle carries one for each: BT spawning and rearing 0.078 m³/s, GR spawning 0.96 and rearing 0.97, KO spawning 0.57, RB spawning 0.011 and rearing 0.019, every maximum open (9999). **They move no output while every group is on `cw`**, which is every group today. The values were calibrated on fish observations in 46 groups. The BT, GR and RB values were then scored on held-out groups by a rule fixed before the run, and they are what that rule walked to. KO's is the unscored candidate: there is no held-out group for it. At these values a `mad` group keeps less stream rearing than `cw` does: at least a third less for BT and four-fifths less for GR on the held-out groups. Stream size and sampling effort are not yet separated in that score. The research doc gives the numbers; read it before moving a group to `mad`.
 
 ## When you change a value
 
diff --git a/inst/extdata/configs/default_tuned/config.yaml b/inst/extdata/configs/default_tuned/config.yaml
index 872ed73f..af05347e 100644
--- a/inst/extdata/configs/default_tuned/config.yaml
+++ b/inst/extdata/configs/default_tuned/config.yaml
@@ -3,12 +3,14 @@ description: |
   The `default` bundle with calibrated species habitat thresholds. Inherits
   everything from `default` (rules, dimensions, parameters_fresh, overrides,
   pipeline knobs) and overrides only `parameters_habitat_thresholds.csv` and
-  the persist schema. From link#284 it differs from default in one cell: BT
-  rear_gradient_max 0.1049 -> 0.1349 (BT and DV records pooled). Evidence, and the gradient and width
-  values that were examined and kept, are in
-  research/habitat_thresholds.md. The BT value was scored against held-out
-  fish observations (link#284 step 5) and held; the kept CH values are
-  unscored.
+  the persist schema. From link#284 it differs from default in BT
+  rear_gradient_max 0.1049 -> 0.1349 (BT and DV records pooled), scored
+  against held-out fish observations and held. From link#302 it carries mean
+  annual discharge ranges for the species default leaves without one (BT, GR
+  and RB spawning and rearing, KO spawning; maxima open), so a group put on
+  the `mad` model keeps stream habitat for them (less rearing than `cw` gives;
+  see the research doc); they move no output while every group is on `cw`. Evidence, and the values examined and kept, are in
+  research/habitat_thresholds.md.
 
 extends: default
 
@@ -21,9 +23,9 @@ pipeline:
 
 provenance:
   parameters_habitat_thresholds.csv:
-    source: link (hand-tuned from configs/default/parameters_habitat_thresholds.csv; link#284)
+    source: link (hand-tuned from configs/default/parameters_habitat_thresholds.csv; link#284, link#302)
     upstream_sha: 7f12d99115b7d20302d5ed043188cb870f90f83b
     upstream_version: fresh@v0.33.0
-    synced: '2026-09-26'
-    checksum: sha256:8ee57893239b74ac96420cc963e9b48e84c903442342d61efc718d7e187ff463
+    synced: '2026-10-02'
+    checksum: sha256:247a7088101cb3538c8a88f19d130cd4db3137aa0fcc6fa661656b29b284ab3e
     shape_checksum: sha256:8de9bc1fcc2c703176a57d8a982bd26da1c49a885af3053f00078003a7e9283f
diff --git a/inst/extdata/configs/default_tuned/parameters_habitat_thresholds.csv b/inst/extdata/configs/default_tuned/parameters_habitat_thresholds.csv
index 18bb0de1..98171679 100644
--- a/inst/extdata/configs/default_tuned/parameters_habitat_thresholds.csv
+++ b/inst/extdata/configs/default_tuned/parameters_habitat_thresholds.csv
@@ -1,12 +1,12 @@
 "species_code","spawn_gradient_max","spawn_channel_width_min","spawn_channel_width_max","spawn_mad_min","spawn_mad_max","rear_gradient_max","rear_channel_width_min","rear_channel_width_max","rear_mad_min","rear_mad_max","rear_lake_ha_min","spawn_edge_types","rear_edge_types"
-"BT",0.0549,2,9999,NA,NA,0.1349,1.5,9999,NA,NA,NA,"stream,canal",""
+"BT",0.0549,2,9999,0.078,9999,0.1349,1.5,9999,0.078,9999,NA,"stream,canal",""
 "CH",0.0449,4,9999,0.46,9999,0.0549,1.5,9999,0.28,100,NA,"stream,canal","stream,canal"
 "CM",0.0649,2.1,9999,0.02312,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
 "CO",0.0549,2,9999,0.164,9999,0.0549,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
-"GR",0.0249,4,9999,NA,NA,0.0349,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
-"KO",0.0249,2,9999,NA,NA,NA,1.5,9999,NA,NA,200,"stream,canal",""
+"GR",0.0249,4,9999,0.96,9999,0.0349,1.5,9999,0.97,9999,NA,"stream,canal","stream,canal"
+"KO",0.0249,2,9999,0.57,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
 "PK",0.0649,2.1,9999,0.41133,9999,NA,NA,NA,NA,NA,NA,"stream,canal",""
-"RB",0.0549,2,9999,NA,NA,0.0849,1.5,9999,NA,NA,NA,"stream,canal","stream,canal"
+"RB",0.0549,2,9999,0.011,9999,0.0849,1.5,9999,0.019,9999,NA,"stream,canal","stream,canal"
 "SK",0.0249,2,9999,0.175,9999,NA,1.5,9999,NA,NA,200,"stream,canal",""
 "ST",0.0449,4,9999,0.447,9999,0.0849,1.5,9999,0.02,60,NA,"stream,canal","stream,canal"
 "WCT",0.0549,2,9999,0.164,59.15,0.0849,1.5,9999,0.03,40,NA,"stream,canal","stream,canal"
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/README.md b/planning/archive/2026-10-issue-302-mad-thresholds/README.md
new file mode 100644
index 00000000..d16dd600
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/README.md
@@ -0,0 +1,75 @@
+# #302 — MAD (discharge) ranges for BT, GR, KO and RB
+
+## Outcome
+
+`default_tuned` now carries mean-annual-discharge ranges for the four species that no
+bundle gave one, so a watershed group moved to the `mad` model keeps their stream
+habitat. The values are inert while every group is on `cw`.
+
+How it was done:
+
+- **Measurement.** `data-raw/query_habitat_thresholds_mad.R` measures discharge at fish
+  observations. It uses `lnk_habitat_validate()` as the instrument, with every
+  calibration group put on `mad`.
+- **Harness.** The #284 variants harness gained MAD ladders: `model`/`set` columns, an
+  anchor rung from cw to `mad`, `_min` direction, a core made of the rungs only,
+  `--floor`, and a derived working prefix.
+- **Scoring.** A rule fixed before any build scored each candidate on held-out groups.
+
+Each rung was decided like this:
+
+- **BT, GR and RB rearing, and BT and GR spawning:** every P10 → P05 loosening was
+  refused, so they land at P10.
+- **RB spawning:** P05 was taken.
+- **KO:** it has no held-out group, so it lands its unscored candidate.
+
+At the landed values a `mad` group keeps at least a third less BT rearing, and four-fifths
+less GR rearing, than `cw` does. Stream size and sampling effort are not yet separated,
+and that is the next tuning before any group moves to `mad`. The verdict, method,
+literature and results are in [`research/habitat_thresholds.md`](../../../research/habitat_thresholds.md),
+"MAD (discharge) ranges for BT, GR, KO and RB (#302)".
+
+What was learned along the way:
+
+- **Classifiers must come from fresh's compiled SQL, not from `rules.yaml`.** fresh's rear
+  predicate ignores `wetland_ha_min`, and its `L` rules reach reservoirs.
+- **`rearing` and the lake/wetland bucket columns differ under a rear range.** A rear
+  range gates `lake_rearing` and `wetland_rearing`, but not `rearing`.
+- **A size ladder's core must not include the cw base.** The base cuts on a width floor,
+  and NULL widths fail it.
+- **Prose numbers must be computed over the population the claim is about.** Three
+  rounds of review each found the same slip: a number over one segment set cited for a
+  different one.
+
+## Measurement
+
+Calibration: 46 `fresh_default` WSGs with discharge (`a7f919e`). P05 values in m³/s:
+
+| Species | Spawning | Rearing |
+|---|---|---|
+| BT | 0.027 (any-stage fallback) | 0.027 |
+| GR | 0.095 (any-stage fallback) | 0.095 |
+| KO | 0.57 | — |
+| RB | 0.011 | 0.0094 |
+
+- BC-native `cw` equivalents: 1.5 m ≈ 0.021, 2 m ≈ 0.041 and 4 m ≈ 0.20 m³/s. That
+  agrees with Woll et al. 2017's Alaskan relation.
+- Score on held-out WSGs (`c2fed37`; 20-WSG closure; 18 variants; build 145 min):
+  - The P10 → P05 bands are used at 0.12–0.46 of the core rate. RB spawning is the
+    exception, at 0.80.
+  - The small water P05/P02 restore is used at 0.08 (BT rear) to 0.47 (GR spawn) of the
+    core rate.
+  - Landed rearing against `cw`: BT −33 %, GR −82 % (both lower bounds) and RB −4 %.
+- **Wrong turns kept:**
+  - I first read the low ratios as a sampling artefact, citing elevation-adjusted
+    figures that described only the residual band. Review disproved it.
+  - Round 1 of the harness review would have scored a `_min` ladder backwards.
+  - The #284 regression caught a `paste0()` zero-length crash.
+
+## Evidence
+
+- `data-raw/logs/habitat_thresholds_302/*` (Phase 1 and FISS)
+- `data-raw/logs/habitat_score_302/*` (power, build, score)
+- `review-*.md` in this directory (plan review, 9 code-check rounds), `literature.md`
+
+Closed by: PR for #302 (branch `302-tune-mad-discharge-thresholds-for-bt-gr-`)
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/findings.md b/planning/archive/2026-10-issue-302-mad-thresholds/findings.md
new file mode 100644
index 00000000..f581d36b
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/findings.md
@@ -0,0 +1,155 @@
+# Findings — Tune MAD (discharge) thresholds for BT, GR, KO and RB (#302)
+
+## Issue context
+
+**If done:** a `mad` watershed group keeps stream habitat for every modelled species, on
+discharge windows set from evidence. **If never:** any group moved to `mad` loses all
+stream spawning and rearing for BT, GR, KO and RB by construction. That is not a finding
+about the fish. Only waterbody rules (wetlands, lakes, the 1050/1150 edges) keep them.
+
+## Problem
+
+`parameters_habitat_thresholds.csv` carries `spawn_mad_*` for CH, CM, CO, PK, SK, ST and
+WCT, and `rear_mad_*` for CH, CO, ST and WCT only (`default`, `default_tuned` and
+`bcfishpass` alike). The gap was inherited from bcfishpass `example_newgraph`. Under
+the `mad` model, fresh writes `FALSE` in place of the size test for a species with no
+range, as bcfishpass does. Since #299, `lnk_habitat_validate()` names a miss the missing
+range alone explains `no_mad_threshold`. Misses from the same cause also read
+`width_null` (no discharge on the line) or `fails_gradient_and_width` (gradient fails
+too), so that label is a floor on the loss, not a count of it. On ADMS on `mad`, 27 BT
+locations read it against spawning and 8 more read `fails_gradient_and_width`
+(`data-raw/logs/habitat_validate_299/`). The operator's direction (2026-10-02,
+#299 plan gate): tune and add the thresholds, rather than leave them missing in the long
+run.
+
+## Proposed Solution
+
+- **Measure first.** Use #300's held-out, discharge-covered groups (Peace, Fraser,
+  Columbia). Take the distribution of `mad_m3s` at BT / GR / KO / RB observation locations
+  by stage (pooled DV per `species_pooling.csv`), alongside accessible availability. This
+  is the #284 method with discharge in place of width.
+- **Literature and FISS** for each species' discharge range, recorded in
+  `research/habitat_thresholds.md` as one verdict per threshold.
+- **Land the values in `default_tuned`** (a thin bundle) first, scored out-of-sample with
+  `lnk_habitat_validate_band()`. `default` stays untouched until a score supports a move.
+- **Score before/after with capture and cost** (`share_*`, `*_km`) and
+  `lnk_habitat_validate_band()`, not with `no_mad_threshold`. Once a range exists, the
+  label cannot fire, so its "after" is 0 whatever the value.
+
+Depends on #299 and #300. Relates to #284, #286.
+
+## Decisions (operator, 2026-10-02, mid-run after the plan review)
+
+- **Thin spawn cell** (spawn-staged n < 30): fill from the species' any-stage P05 on
+  spawn-tested segments, labelled `fallback: any stage`. Reason: BT and GR cluster
+  rearing on spawning (`cluster_rearing = TRUE`), so a NA spawn range would also wipe
+  their stream rearing under `mad`.
+- **n-floor of record:** `decision_expected_floor` (locations expected at the core's
+  rate in the band) decides; the found-count reading is reported beside it. A walk that
+  only loosens from a tight anchor is where the found-count floor cannot refuse.
+- **Underpowered first loosening step:** P05 lands, recorded as unscored (as #284's
+  step 1-4 verdict stood). KO, with no held-out group, lands the same way.
+
+## Plan review (Plan agent) — see `review-plan.md`
+
+Key mechanics confirmed by reading fresh 0.36.2:
+- `build_wb_pred` (`frs_habitat_predicates.R`) gates lake/wetland rearing with the rear
+  size window whenever one exists, under cw too; under `mad` with no rear range it is
+  polygon membership alone. So adding `rear_mad_min` makes `mad` mirror `cw` there.
+- `frs_params.R`: NA `*_mad_max` becomes `Inf` when `*_mad_min` is set.
+
+## Phase 1 instrument
+
+`data-raw/query_habitat_thresholds_mad.R` replaces "generalise the obs script": the obs
+script is CH/BT-specific throughout (presence, sets, UNION of `_ch`/`_bt`, candidates),
+while `lnk_habitat_validate()` already attaches pooled, staged observations to segments
+and returns `mad_m3s` on a `mad` group. Run with every calibration WSG on `mad`.
+
+Code-check round 1 (`review-round1.md`): the rear stream rule has no
+`in_waterbody: false`, so stream edges inside lakes/wetlands are tested unless the
+species' own L/W rule admits them — fixed with a per-stage segment class. Moved GR rear
+P05 on ADMS+PARS from 2.561 to 2.478 (rule value 2.5 → 2.4).
+
+## Errors Encountered
+
+| Error | Resolution |
+|-------|------------|
+| Zotero MCP: missing `ZOTERO_LIBRARY_ID` / `ZOTERO_API_KEY` | Literature read from the local Zotero full-text caches (read-only sqlite); MCP env reported to the operator |
+| `stats::aggregate()` drops NA group keys (anchor `value_from` is NA) | `value_from` joined back after the aggregate |
+
+## Harness regression (2026-10-02)
+
+The modified `habitat_variants_score.R` (model/set, anchor, `_min` direction,
+method sha; before `--floor`) re-scored #284's committed build (`score284_*`, a
+scratch copy of `data-raw/logs/habitat_score_284/`). All nine outputs (verdict,
+bands, bands_pooled, totals, habitat_change, taper, elevation_adjusted,
+bridge_band, summary) equal the committed ones on every shared column; summary
+gains only the validator's `model` column (#299).
+
+## Lake / wetland rearing under a rear range (Gap 1, narrowed)
+
+fresh 0.36.2 `frs_habitat_classify.R`: `rearing` is the main rear predicate alone;
+`lake_rearing` and `wetland_rearing` are separate columns from `build_wb_pred()`. The
+main predicate's L/W rules inherit no thresholds (`.frs_rule_to_sql()`), so a
+`rear_mad_min` does **not** cut `rearing` in lakes/wetlands. It gates only the
+`lake_rearing` / `wetland_rearing` bucket columns (size AND membership), exactly as a
+channel width does under `cw`. Report those columns' km before/after; RUNBOOK §7's
+"inherit nothing under either model" is true of `rearing`, not of the bucket columns.
+
+## fresh: `wetland_ha_min` ignored by the rear predicate (code-check round 2)
+
+`.frs_rule_to_sql()` applies `lake_ha_min` (L = lakes + manmade) but not
+`wetland_ha_min`; the W rule admits every wetland size into `rearing`. Upstream defect,
+not worked around: the driver follows fresh as compiled (it now builds the waterbody
+admission from `fresh:::.frs_rule_to_sql()`). Issue drafted for operator review, not
+filed.
+
+## Harness code-check (3 rounds, ended by enumeration)
+
+- Round 1 (`review-harness-round1.md`): taper/elevation band labels assumed a nested
+  ladder; core cut at default's gradient vs rungs carrying 0.1349; score checked only the
+  count of `set` cells; no set-fixed-along-ladder check; pre-#302 cw rows unchecked
+  against today's method table; `working_of()` ignored `--prefix`.
+- Round 2 (`review-harness-round2.md`), one inside round 1's fix: the cw base in a MAD
+  core cuts it on width (floor + NULL widths) that `mad` rungs never test → `core_of()`
+  = the rungs only; `set` restricted to `*_mad_*`; step/step_from consistency asserted;
+  working prefix derived from `--prefix`; text comparison for non-numeric set cells;
+  FISS `--out` guard.
+- #284 regression of the round-1 fixes **crashed** in taper: `schema_of(character(0))`
+  returned the bare prefix (paste0 zero-length trap) → `hNA` in SQL. Fixed in both
+  scripts; anchor branch built only when an anchor exists.
+- Round 3 (`review-harness-round3.md`): **enumeration of 83 derivation sites** (50 score,
+  29 build, 4 FISS) against #284's cw ladders and the six MAD ladders; every one ok or
+  one of: empty-`rule` crash (`rep()`), walk landing NA where the pre-registered rule
+  says P05 unscored, `--prefix`/`--out` defaults touching #284 state, guards scoped to the
+  planned shape (model change only from base; `set` `*_mad_*` everywhere). All fixed.
+  Taper's gradient bins on a MAD ladder are diagnostic only (accepted, not cited).
+- Final #284 regression (round-2 code): all ten outputs reproduce on every shared column.
+
+## Landing code-check (3 rounds, ended by enumeration)
+
+- Round 1 (`review-land-round1.md`): the "elevation-adjusted removed" figures described
+  only the residual no rung restores (the score labels a segment by the first step whose
+  flags differ), which undercut my "sampling-density" reading; −33/−82 % came from rungs
+  holding spawning at P05 (lower bounds for the landed pair); held-out vs all-roles km;
+  stale statements. All fixed.
+- Round 2 (`review-land-round2.md`), inside round 1's rewrite: whole ladder bands cited
+  as "the restored part" (they include habitat `cw` never had). Restored-part rates
+  derived from committed files (`bands_pooled` removed − `elevation_adjusted` residual):
+  BT rear 0.08, BT spawn 0.06, GR rear 0.36, GR spawn 0.47, RB rear 0.42. Range and
+  elevation sentences scoped; sampling stated as inference; literature set against the
+  landed values.
+- Round 3 (`review-land-round3.md`): **enumeration of 58 claims** with evidence and
+  population; 5 failing + 2 minor + 1 note, all fixed (BT residual at 0.97 of core, not
+  above; BT 146 km ≥ P02 dropped too; config.yaml limited to rearing; BT literature
+  bullet; README KO unscored; GR literature; "ran clean" vs 50+ warnings; RUNBOOK
+  scope).
+
+## Scoring result (2026-10-02)
+
+Every P10 → P05 loosening refused on the held-out WSGs except RB spawning. Landed:
+BT 0.078/0.078, GR 0.96/0.97, KO 0.57 (unscored), RB 0.011/0.019, maxima 9999. At P10 a
+`mad` group keeps at least 33 % (BT) and 82 % (GR) less stream rearing than `cw`; the
+restored small water is used sparsely by BT, moderately by GR and RB. Stream size vs
+sampling effort not separated — the next tuning, the operator's call before any group
+moves to `mad`.
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/literature.md b/planning/archive/2026-10-issue-302-mad-thresholds/literature.md
new file mode 100644
index 00000000..ab53b422
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/literature.md
@@ -0,0 +1,256 @@
+# Literature review for link#302: discharge (MAD) bounds for BT, GR, KO and RB
+
+**Compiled:** 2026-10-02 · **Issue:** #302 (relates #284, #286, #299) · **Produced by:** one agent,
+reading the local Zotero library read-only (`zotero.sqlite?immutable=1`, `.zotero-ft-cache`
+files, `pdftotext` of PDFs, tesseract OCR of one scanned PDF) plus a few web searches.
+Nothing in Zotero was added or edited. Prior review this builds on:
+`planning/archive/2026-09-issue-284-ch-bt-habitat-thresholds/literature.md`.
+
+## How to read this file
+
+- **Flow measure** says which statistic a number is. They are not interchangeable:
+  - **MAD**: mean annual discharge (also "mean annual flow", MAF). What link's `mad_m3s` is.
+  - **SUM**: mean summer flow (modelled). In snowmelt basins this is usually below MAD.
+  - **SPT**: discharge measured or estimated at spawning time (one visit).
+  - **LSF**: a spot estimate of late-summer low flow.
+  - **FRESH**: discharge during the spring freshet. Usually well above MAD.
+- **Conversions** from cfs to m³/s use 1 cfs = 0.0283168 m³/s, and both values are shown.
+  Anything converted from width to discharge is labelled **inference**, with the equation
+  that was used.
+- **Kind**: **doc** = a number the source states; **expert** = an author's judgement;
+  **inference** = this review's own derivation. An inference is never a documented value.
+- Pages are the printed page numbers unless marked "pdf p.".
+- Zotero keys are the **parent item** keys. Where an attachment has no parent item, the
+  attachment key is given and marked "(att)".
+
+---
+
+## 0. Where the existing bcfishpass/CWF MAD values come from
+
+bcfishpass `parameters/example_cwf/parameters_habitat_thresholds.csv`
+(smnorris/bcfishpass@f8db4b9) is the copy that link's bundles carry. Its docs
+(`docs/03_model_habitat_linear.md`) send the reader to Rebellato et al. 2024 Table 1 for
+salmon and steelhead. They say discharge thresholds are "taken from the literature and,
+where unavailable in the literature, derived from known fish spawning locations".
+
+| Species · stage | bcfp `example_cwf` | Rebellato 2024 Table 1 (p. 6) | Sources Rebellato cites | What this review found in those sources |
+|---|---|---|---|---|
+| CH spawn | min 0.46, max 9999 | 0.46–322.5 m³/s MAD | Bjornn & Reiser 1991; Neuman & Newcombe 1977; Woll et al. 2017; Roberge et al. 2002; Raleigh & Miller 1986 | **0.46 was not found in any cited source read.** B&R 1991 (OCR) has no species discharge threshold. Its Fig. 4.4 (p. 90) plots fall Chinook spawnable area against discharge on an axis running 0–5.66 m³/s. Neuman & Newcombe 1977 (OCR, 52 pp.) reviews methods: Tennant percentages of MAF (pdf p. 6) and depth/velocity at redds (App. 3). No stream-size discharge threshold appears in its readable text. Woll 2017 gives a width rule (CH spawn "Channel size < 4m" = Not Suitable, Table 16, p. 84) and no discharge threshold. Roberge 2002 has no species discharge threshold (full-text grep). Raleigh & Miller 1986 was not checked. |
+| CH rear | 0.28–100 | 0.28–100 | Agrawal et al. 2005 | **0.28 is documented.** Sheer et al. 2009 summarises Agrawal for juvenile fall CH as "minimum mean annual discharge = 0.28 m3/s" (pp. 13–14). Agrawal's Fig. 1 (p. 10) CH discharge curve sits at 1.0 from just above 0 to the axis end at 100 m³/s and never declines. **100 is therefore the axis limit, not a biological cap (inference).** |
+| CO spawn | 0.164, max 9999 | 0.164–59.15 | B&R 1991; Sloat et al. 2017; N&N 1977; Woll 2017; McMahon 1983 | 0.164 not found (Sloat 2017 and McMahon 1983 not checked). Woll 2017 has CO spawn "Channel size < 2m" (Table 18, p. 87). |
+| CO rear | 0.03–40 | 0.03–40 | Agrawal 2005; Burnett et al. 2007 | **0.03 not found.** Sheer 2009 p. 9 summarises Agrawal coho as "minimum mean annual discharge = 0.01 m3/s". On the cap: Agrawal Fig. 1 coho is 1.0 to about 20 m³/s, falls to 0.5 near 78 m³/s, then stays flat at 0.5. Burnett 2007 (p. 68): the coho curve "declines at mean annual stream flows exceeding 21.24 m3/s and assigns a score of 0.5 for flows exceeding 76.45 m3/s". **Neither source ever reaches 0, so 40 is not a cap in either one.** |
+| SK spawn | 0.175, max 9999 | 0.175–65 | B&R 1991; Woll 2017; N&N 1977; Roberge 2002 | Not found. Woll has SK spawn "Channel size < 2m" (Table 14, p. 81). |
+| ST spawn | 0.447, max 9999 | 0.447–75 | B&R 1991; N&N 1977; Roberge 2002 | Not found in B&R, N&N or Roberge. |
+| ST rear | 0.02–60 | 0.02–60 | Agrawal 2005; Burnett 2007 | **0.02 not stated in text.** Agrawal Fig. 1 steelhead is 0 at 0 and 1.0 from just above 0, then declines to 0.75 near 78 m³/s. Sheer 2009 p. 19 redraws it with a 0–0.10 m³/s axis and states no number. Burnett 2007 p. 68: steelhead index scores "are high across a broad range of mean annual stream flows". No cap at 60. |
+| CM spawn | 0.02312 | ">0.023" | none in the literature | Rebellato p. 5: thresholds were "not available in the literature for Chum or Pink salmon, so these were estimated based on known spawning locations … (PSE)". |
+| PK spawn | 0.41133 | ">0.411" | none in the literature | Same as CM. |
+| WCT spawn | 0.164–**59.15** | not covered | – | Rebellato covers salmon and steelhead only. WCT's values are identical to the CO row (0.164–59.15 and 0.03–40). WCT is the **only** `example_cwf` row whose `spawn_mad_max` is not 9999. **Inference:** the row was copied from coho, upper bound included. |
+| WCT rear | 0.03–40 | not covered | – | Same as WCT spawn. |
+| BT, GR, KO, RB | none | not covered | – | bcfp added BT gradient/width defaults to `example_cwf` in a22cf2a (2026-03) without any MAD. |
+
+Three points that matter for #302:
+
+1. **Rebellato's upper MAD bounds were not carried into bcfp spawning.** Every bcfp
+   `spawn_mad_max` is 9999 except WCT.
+2. **Rebellato states that their caps excluded habitat fish actually use.** On p. 13:
+   "the mean annual discharge thresholds used for spawning were lower than those used by
+   all fish. For example, spawning and rearing areas for Chinook Salmon in the mainstem
+   North Thompson River (DFO 1999) have mean annual discharge estimates of 425.9 m3/s …
+   rivers with high mean annual discharge … were excluded from IP models …
+   underestimating habitat extent."
+3. **The spawning minimums (0.46, 0.164, 0.175, 0.447) could not be traced to a page in
+   any cited source this review read.** Treat them as unverified.
+
+**A coincidence worth recording (inference, not provenance).** The Woll et al. 2017
+width–MAF equation (§3 below) maps 0.175 m³/s to 4.03 m and 0.164 m³/s to 3.91 m. It maps
+0.03 m³/s to 1.76 m and 0.02 m³/s to 1.45 m, which sit close to the 1.5 m rearing width.
+Nothing documents that Rebellato used this conversion.
+
+---
+
+## 1. Evidence table
+
+Kinds: doc / expert / inference. "–" means the source gives no number.
+
+| Species | Stage | Bound | Value | Flow measure | Source | Page / table | Notes |
+|---|---|---|---|---|---|---|---|
+| BT | spawn | min (observed) | redds at **0.25 m³/s** (Colbourne upper mainstem, 2 redds on foot), 0.30 (Crocker, 2), 0.41 (Reynolds, 11), 0.51 (Missinka trib., 5); 0.75–1.6 at the other redd-bearing reaches | SPT: measured from depth-velocity transects, 11–26 Sep, after spawning | Hagen et al. 2015 | Table 2, p. 31 | Parsnip and northern BC; 15 reaches with data. Reaches with **zero** redds were at 0.12 (Table trib.), 1.5, 2.0 and 2.9 m³/s. Text, p. 30: calibration reaches spanned "0.12 to 2.9 m3/s in discharge, and from 3.5 to 18 m wetted width". Kind: doc. |
+| BT | spawn | min (survey design) | streams "<2 m wetted width" not surveyed; "corresponds with the limit of habitat use for migratory bull trout spawners" | width, not flow | Hagen et al. 2015 | p. 23, §4.1.2 | Kind: expert. Because of this design, the Table 2 minimum is censored from below. |
+| BT | spawn | min (converted) | 2 m → **0.040 m³/s** (1.40 cfs) | MAD | Woll et al. 2017 equation applied to Hagen's 2 m | – | **Inference.** Woll's equation is fitted in Alaska to channel (not wetted) width. |
+| BT | spawn | max | **no source gives one** | – | – | – | The only "no redds" large reach is Attichika lower mainstem at 2.9 m³/s (Hagen Table 2), a single reach. Williston adfluvial BT spawn mostly in 5th–6th order streams (Hagen & Weber 2019 p. 21; prior review). |
+| BT | rear (juvenile) | min | summer flow **< 0.0057 m³/s** trimmed, "approximates a wetted width ≤1.0 m … because trout are rare in such small streams" | SUM (modelled VIC mean summer flow, 30-year average) | Isaak et al. 2015 | p. 2542 | Natal habitat for BT and cutthroat; occurrence data are juvenile-based. Kind: doc (a parameter choice). In snowmelt basins MAD is larger than SUM, so the MAD equivalent is larger than 0.0057 (inference, size unknown). |
+| BT | rear | min | occurrence "very unlikely in streams less than 2 m wetted width" | width | Dunham & Chandler 2001, citing Dunham & Rieman 1999 | p. 26 | Washington. Width only. |
+| BT | rear | min | BFW < 3.05 m = LOW capacity class (not zero) | width | Porter et al. 2008 | p. 67 | Thompson CART. Width only. |
+| BT | rear | max | **no source gives one** | – | Porter 2008 p. 67: BFW > 3.35 m = HIGH, with no upper class. Isaak 2015 applies no upper flow trim. | – | – |
+| DV | any | – | **no DV-specific discharge source found** | – | – | – | link pools inland DV into BT (`species_pooling.csv`). |
+| GR | spawn | min (observed) | peak spawning at **0.21 m³/s** (2014) and **0.25 m³/s** (2015); flow receded to 0.10–0.12 m³/s by emergence | FRESH / SPT | House 2021 (TRU MSc), citing ERM 2015/2016 | p. 76 (Fig. 3-4 and text) | Pigeon Stream Diversion, Ekati, NWT: a **constructed** channel built as offsetting habitat, "discharge < 1 m3/s" (p. 80). Spawning sits on the falling limb of the freshet, so the channel's MAD is likely lower than 0.21 (inference). |
+| GR | spawn | max (observed) | Fond du Lac River "spawning discharge in the order of 400 m3/s" | SPT | House 2021, citing Golder Associates 2013 | p. 80 | Saskatchewan. Grayling spawn in large rivers. |
+| GR | spawn | qualitative | "Small (~10 m wide), medium gradient tributary streams" are spawning and rearing habitat for fluvial and adfluvial populations; spawning also in "mainstem rivers, large and small tributaries … intermittent streams" | width / qual | Stewart et al. 2007 (DFO NWT) | Table 1, p. 4; p. 11 | No discharge number. |
+| GR | spawn | qualitative | "Grayling spawn in a wide variety of habitats, including mainstem rivers, large and small tributaries" | qual | Stamford et al. 2017 (FWCP synthesis) | p. 10 | Williston. |
+| GR | rear | min / max | **no discharge number in any source** | – | Stamford et al. 2017 p. 10: reaches that warm quickly are prime spawning and early-rearing habitat "but can also be too small and possibly warm for adult rearing". Stewart 2007 Table 1: rivers are feeding and overwintering habitat. Roberge 2002 (Arctic grayling text before Table 73): grayling inhabit "large cold rivers, and smaller, rocky tributary streams". | – | Adults rear in the Anzac and Table rivers and the Parsnip mainstem (Parsnip trend reports). The literature argues against a cap; it gives no minimum. |
+| KO | spawn | observed range | spawning in lower Davidson Creek at **MAD 0.369–0.403 m³/s**; not in middle Davidson (MAD 0.281–0.345), because "kokanee do not migrate this high" | MAD (watershed model nodes) | AMEC 2015, Blackwater Instream Flow Study | §3.2.1 | Nechako Plateau, BC. The upstream limit is attributed to migration, not to flow. Kind: doc. |
+| KO | spawn | observed (lower) | KO spawn in reaches 1–3 of Creek 661, whose mouth has **MAD 0.283 m³/s**. The modelled section's upstream end, used by RB only, has MAD 0.105 | MAD | AMEC 2015 | §3.2.3 (Creek 661) | KO spawning therefore occurs at MAD ≤ 0.283 and above 0.105. The exact MAD at the KO upstream limit is not stated. KO absent from Creek 705 (MAD 0.239–0.258), reason not given. |
+| KO | spawn | max (observed) | "stream spawner counts of the Upper Duncan" River, which has "mean annual discharge of 62.5 m3/s" | MAD | Weir & Irvine 2023 (DDMMON-17) | text cache, near p. 18 | Kind: doc (MAD and spawning both stated). |
+| KO | spawn | max (observed) | Lower Duncan River discharge "200-250 m3/s" at the start of the kokanee spawning and staging period | SPT (dam outflow, regulated) | Lawrence et al. 2012 (DDMMON-7) | Results | Regulated river. |
+| KO | spawn | qualitative | spawning habitat type "lake tributaries or lake beaches" | qual | Ford et al. 1995 | kokanee summary table (OCR) | No size threshold. |
+| KO | rear | – | lake only; out of scope | – | – | – | – |
+| RB | spawn + rear | min (observed) | RB spawning and rearing in upper Creek 661 ("only used by rainbow trout"), where the section's upstream end has **MAD 0.105 m³/s** | MAD | AMEC 2015 | §3.2.3 | Middle Davidson (MAD 0.281–0.345) and Creek 705 (0.239–0.258) are also good RB spawning and rearing habitat (§3.2.1, §3.2.4). |
+| RB | rear (0+) | min (observed) | 0+ RB at Henkel Ck site H2 ("Estimate 1 cfs flow", channel width ≈ 2 m; 18 fish) and Nadina R. site N2 ("Surface flow is intermittent and estimated at 1 cfs"; 143 fish over 2 passes). **1 cfs = 0.028 m³/s** | LSF (Aug 1987 spot estimate) | Bustard 1988 (Francois Lake tributaries) | pdf pp. 78 and 90 (App. 4 site forms); Henkel text pdf p. 29 | Henkel watershed is 50 km² with mostly subsurface late-summer flow. A late-summer flow is far below MAD (inference). |
+| RB/ST | rear (juvenile) | min/max envelope | South-central California Coast ESU: lower bound complete **0.000763**, 95 % **0.002**, consensus 0.0061; upper bound consensus 0.09257, 95 % 0.26984, complete 0.280266 m³s⁻¹. Southern California ESU: 0.000254 / 0.0008 / 0.00229 and 0.09842 / 0.15412 / 0.181588 | SUM ("Summer Discharge") | Boughton & Goslin 2006, Table 8, reproduced in Sheer et al. 2009 | Sheer p. 21 | Anadromous juvenile O. mykiss, southern range. The upper bound reflects the streams sampled, not avoidance (inference). Poor transfer to interior BC. |
+| RB/ST | rear | curve | steelhead suitability 0 only at 0; 1.0 to ~20 m³/s; 0.75 at ≥ ~78 m³/s | MAD | Agrawal et al. 2005 | Fig. 1, p. 10 | Never reaches 0 at high flow, so there is no cap. |
+| RB | rear | width | BFW < 2.05 m = MEDIUM (no LOW or zero class for small streams with gradient 0.85–7.4 %); BFW ≥ 8.05 m = MEDIUM | width | Porter et al. 2008 | p. 67 | No small-stream exclusion and no large-stream exclusion. |
+| RB | rear | drainage area | small streams (< 13 km²) "predominantly occupied by cutthroat"; large (> 130 km²) by steelhead | drainage area | Hartman & Gill 1968 (**not in Zotero**; abstract only via web) | abstract | Coastal SW BC, anadromous context. This is relative dominance, not absence. |
+| RB | spawn / rear | max | **no source gives one** | – | – | – | RB use the Nadina, Stellako and similar rivers (Bustard 1988). Porter 2008 has no zero class at large widths. |
+
+---
+
+## 2. Width ↔ discharge conversions found
+
+| Relationship | Units | Region | Source | Page |
+|---|---|---|---|---|
+| **w = 1.710 Q^0.471** | w = channel width (m), Q = mean annual flow (ft³/s) | Nushagak and Kvichak, Alaska | Woll et al. 2017 | p. 36 (Fig. 16) |
+| **ACW = 2.19108 + 1.32366 · √D** | ACW = active channel width (units not stated in Agrawal; presumably m); D = MAD (ft³/s) | coastal Oregon (Burnett et al. 2003) | Agrawal et al. 2005, footnote 9 | p. 5 |
+| summer flow 0.0057 m³/s ≈ wetted width ≤ 1.0 m | SUM | northern Rockies | Isaak et al. 2015, citing Peterson et al. 2013a | p. 2542 |
+| depth: h = 0.360 Q^0.198 | m, ft³/s MAF | Alaska | Woll et al. 2017 | p. 36 |
+
+Applied to link's current width minima. **All values here are inference.**
+
+| width (m) | Woll → MAD | Burnett ACW → MAD |
+|---|---|---|
+| 1.0 | 0.32 cfs = 0.0091 m³/s | undefined (ACW ≥ 2.19 m at D = 0) |
+| 1.5 (BT/GR/RB rear min) | 0.757 cfs = 0.0214 m³/s | undefined |
+| 2.0 (BT/KO/RB spawn min) | 1.395 cfs = 0.0395 m³/s | undefined |
+| 3.05 (Porter BT LOW/HIGH split) | 3.416 cfs = 0.0967 m³/s | – |
+| 4.0 (GR spawn min) | 6.075 cfs = 0.172 m³/s | 1.868 cfs = 0.0529 m³/s |
+| 5.0 | 9.757 cfs = 0.276 m³/s | 4.503 cfs = 0.128 m³/s |
+
+The two conversions disagree by about 3× at 4 m, and **neither is from BC**. bcfishpass's
+BC channel-width model (Poisson Consulting) is built from upstream area and precipitation,
+not from discharge. No BC width–MAD relationship was found in the library. **Suggestion:**
+link has modelled width and `mad_m3s` on the same segments in the discharge-covered
+groups, and fitting the empirical relation there would be BC-native.
+
+---
+
+## 3. Verdicts per species × stage
+
+**BT spawning.**
+- **Minimum:** no source gives a MAD minimum. The best quantitative evidence is Hagen et
+  al. 2015: redds were found at September spawning-time discharges as low as
+  **0.25–0.30 m³/s**, and none in the one 0.12 m³/s reach. That is n = 15 reaches, measured
+  in September, and censored by a survey design that skipped streams under 2 m wetted
+  width. The 2 m wetted-width expert limit converts to roughly **0.04 m³/s MAD** under
+  Woll's Alaskan equation (inference).
+- So the literature brackets a MAD minimum loosely, somewhere around 0.04 to 0.3 m³/s.
+  #302's measure-first distribution of `mad_m3s` at BT spawning locations should set it.
+- **Maximum:** nothing supports a cap; use 9999.
+
+**BT rearing.**
+- **Minimum:** the only discharge number is Isaak et al. 2015's summer-flow trim of
+  **0.0057 m³/s**, about 1 m wetted width. Its MAD equivalent is larger (by an amount not
+  known). Width evidence (Dunham: 2 m wetted; Porter: < 3.05 m BFW is LOW, not zero) points
+  to a rearing minimum **below** the spawning minimum, which matches the 1.5 m vs 2 m width
+  split link already uses.
+- **Maximum:** none supported; use 9999.
+
+**GR spawning.**
+- **Minimum:** no MAD number in the literature. Grayling spawned at freshet flows of
+  **0.21–0.25 m³/s** in a constructed NWT channel, which is the smallest stream with a
+  number. Its MAD is likely lower (inference). Qualitative sources say "small (~10 m wide)"
+  tributaries and also intermittent streams. The current 4 m width minimum (≈ 0.05–0.17
+  m³/s by conversion) has no discharge-literature backing.
+- **Maximum:** a cap is contradicted. Grayling spawn in rivers with spawning-time
+  discharge of about 400 m³/s (Fond du Lac). Use 9999.
+
+**GR rearing.**
+- **Minimum:** no discharge number. One qualitative statement says small, warm tributaries
+  may be too small for **adult** rearing, but they are prime for fry. It does not support a
+  single minimum.
+- **Maximum:** adults use large rivers, so a cap is contradicted. Use 9999. Set the minimum
+  from observations.
+
+**KO spawning.**
+- **Minimum:** documented spawning in BC streams at **MAD 0.369–0.403 m³/s** and in a
+  creek whose mouth MAD is **0.283 m³/s** (AMEC 2015). In both, the upstream limit is
+  attributed to how far kokanee migrate, not to flow. No literature minimum exists.
+  0.28 m³/s is an observed value, not a threshold.
+- **Maximum:** a cap is contradicted. Kokanee spawn in the Upper Duncan River
+  (**MAD 62.5 m³/s**) and stage in the Lower Duncan at 200–250 m³/s. Use 9999.
+- KO rearing is lake only and is not in scope.
+
+**RB spawning and rearing (resident).**
+- **Minimum:** documented spawning and rearing at **MAD ≈ 0.105 m³/s** (upper Creek 661).
+  0+ fish were found at late-summer flows of about **0.028 m³/s** (1 cfs), including an
+  intermittent reach. California juvenile O. mykiss envelopes reach summer flows of
+  **0.002 m³/s**. Discharge-based IP curves (Agrawal, Burnett) give steelhead zero
+  suitability only at about 0. A low rearing minimum is consistent with all of this, in
+  the range of bcfp's ST 0.02 or CO 0.03 m³/s, but none of it is a fitted RB threshold.
+  The spawning minimum should be at or above the rearing minimum (by analogy with every
+  other species); no RB-specific spawning number exists below 0.105.
+- **Maximum:** nothing supports a cap; use 9999.
+
+**Across all four species.**
+- **No source supports a MAD maximum.** Rebellato et al. 2024 explicitly concede that
+  their upper bounds excluded used habitat.
+- **No source gives a fitted MAD minimum for BT, GR, KO or RB.** Every number above is an
+  observation at sites, a summer or spawning-time flow, or a width converted with a
+  non-BC equation.
+- The literature can bound and sanity-check values; it cannot set them. #302's
+  observation-based distribution, scored out-of-sample, has to.
+
+---
+
+## 4. Gaps and things not read
+
+- **Unverified:** the CH/CO/SK/ST spawning minimums 0.46 / 0.164 / 0.175 / 0.447. The
+  following cited sources were not checked: Sloat et al. 2017, McMahon 1983, Raleigh &
+  Miller 1986 (Zotero `QVS9MZ3G`), and Neuman & Newcombe 1977 App. 3. That appendix's
+  rotated tables were not OCR-readable.
+- **Not checked:** the CO rearing 0.03 (Sheer gives Agrawal's coho minimum as 0.01) and the
+  rearing caps 40 and 60, which look like readings off Agrawal Fig. 1 axes (inference).
+- **Paywalled, not read:** two Michigan grayling habitat papers that may use stream size
+  or flow. Goble et al. 2021, J. Fish Wildl. Manage. 12(2):540; and "A landscape approach
+  for identifying potential reestablishment sites … Arctic grayling … in Michigan",
+  Hydrobiologia 849:1397–1415 (2022), DOI 10.1007/s10750-021-04791-8.
+- **Seen in a search result only, not read:** USFWS, "Arctic Grayling Spawning Access
+  Minimum Requirements Analysis Framework Workbook" (Montana).
+- **Read for discharge, nothing found:**
+  - Keeley & Slaney 1996: microhabitat depth/velocity only, no discharge or stream size.
+  - Roberge et al. 2002: no species discharge thresholds.
+  - McPhail & Baxter 1996, Rieman & McIntyre 1993, Hagen & Weber 2019, Hagen et al. 2020,
+    Hagen & Sary 2023, BC BT Management Plan 2023: no discharge thresholds.
+  - The Parsnip grayling reports (Bottoms et al. 2023, Hagen & Stamford 2023, Martins et
+    al. 2022): no discharge thresholds.
+- **DV:** no DV-specific discharge source.
+- **No BC-fitted width–MAD relation** in the library.
+
+---
+
+## 5. References
+
+1. Rebellato, B., et al. 2024. *Effects of rail infrastructure on Pacific salmon and steelhead habitat connectivity in British Columbia.* Canadian Wildlife Federation. https://cwf-fcf.org/en/resources/research-papers/BC_report_formatted_final.pdf — Zotero `Z8AUF79B`.
+2. Agrawal, A., Schick, R.S., Bjorkstedt, E.P., et al. 2005. *Predicting the potential for historical coho, Chinook and steelhead habitat in northern California.* NOAA-TM-NMFS-SWFSC-379. — Zotero `A4SLUPQH`.
+3. Sheer, M.B., Busch, D.S., et al. 2009. *Development and management of fish intrinsic potential data and methodologies: State of the IP 2008 summary report.* PNAMP Series 2009-004 (USGS). — Zotero `MWMTV4UZ`.
+4. Burnett, K.M., Reeves, G.H., Miller, D.J., Clarke, S., Vance-Borland, K., Christiansen, K. 2007. Distribution of salmon-habitat potential relative to landscape characteristics and implications for conservation. *Ecological Applications* 17(1):66–80. — Zotero `UJLHGGJA`.
+5. Woll, C., Albert, D., Whited, D. 2017. *A preliminary classification and mapping of salmon ecological systems in the Nushagak and Kvichak watersheds, Alaska.* The Nature Conservancy. — Zotero `JBW4EK3H`.
+6. Bjornn, T.C., Reiser, D.W. 1991. Habitat requirements of salmonids in streams. *AFS Special Publication* 19:83–138. — OCR from prior review (citekey `bjornn_reiser1991HabitatRequirements`).
+7. Neuman, H.R., Newcombe, C.P. 1977. *Minimum acceptable stream flows in British Columbia: a review.* BC Fish & Wildlife Branch, Fisheries Management Report 70. — Zotero `KS2IV6PC` / `I44TTT4S`; scanned, OCR'd here.
+8. Roberge, M., et al. 2002. *Life history characteristics of freshwater fishes occurring in British Columbia and the Yukon, with major emphasis on stream habitat characteristics.* Can. MS Rep. Fish. Aquat. Sci. 2611. — Zotero `9GNZYYVS` (duplicates `B3TYJ9I9`, `LFB9P7A2`).
+9. Hagen, J., Williamson, S., Stamford, M., Pillipow, R. 2015. *Critical habitats for bull trout and Arctic grayling within the Parsnip River and Pack River watersheds.* Prepared for McLeod Lake Indian Band. — Zotero `NCS2F8F8` (duplicate `DLR4ZPAU`).
+10. Isaak, D.J., et al. 2015. The cold-water climate shield: delineating refugia for preserving salmonid fishes through the 21st century. *Global Change Biology* 21:2540–2553. DOI 10.1111/gcb.12879. — Zotero `X9HPSBV4`.
+11. Dunham, J.B., Chandler, G.L. 2001. *Models to predict suitable habitat for juvenile bull trout in Washington State.* CMER 01-103. — Zotero `V9QT2NM2`.
+12. Porter, M., et al. 2008. *Developing fish habitat models for broad-scale forest planning in the southern interior of B.C.* ESSA/FSP Y081231. — Zotero `8QNTR5CZ`.
+13. House, P.A. 2021. *Interdisciplinary approaches to enhance biological data collection and understanding of Arctic grayling (Thymallus arcticus) spawning behaviour.* MSc thesis, Thompson Rivers University. — Zotero `GGDPSJFE` (att).
+14. Stewart, D.B., Mochnacz, N.J., Reist, J.D., Carmichael, T.J., Sawatzky, C.D. 2007. *Fish life history and habitat use in the Northwest Territories: Arctic grayling (Thymallus arcticus).* Can. MS Rep. Fish. Aquat. Sci. 2797. — Zotero `5TIJUF5Q`.
+15. Stamford, M., Hagen, J., Williamson, S. 2017. *FWCP Arctic grayling synthesis report.* FWCP Peace Region. — Zotero `DWW6U2TF`.
+16. AMEC Environment & Infrastructure. 2015. *Blackwater Gold Project, Appendix 5.1.2.6D: Instream Flow Study.* Prepared for New Gold Inc. — Zotero `5VYWA6XA` (text cache only; PDF not on this machine).
+17. Weir, T., Irvine, A. 2023. *Duncan Reservoir kokanee stock assessment, implementation year 3 (2018) and 2016–2018 synthesis report* (DDMMON-17). — Zotero `2CJGDYHM`.
+18. Lawrence, C., Irvine, R., Porto, L. 2012. *Duncan Dam Project Water Use Plan: Lower Duncan River water quality monitoring (DDMMON-7), year 2 synthesis report.* — Zotero `K3UBXFSV` (att).
+19. Bustard, D. 1988. *Assessment of rainbow trout recruitment from streams tributary to Francois Lake.* Prepared for BC Conservation Foundation. — Zotero `A65W895X`.
+20. Ford, B.S., et al. 1995. *Literature reviews of the life history, habitat requirements and mitigation/compensation strategies for thirteen sport fish species in the Peace, Liard and Columbia River drainages of British Columbia.* Can. MS Rep. Fish. Aquat. Sci. 2321. — Zotero `BYBWUKUG`; scanned, OCR from prior review.
+21. Keeley, E.R., Slaney, P.A. 1996. *Quantitative measures of rearing and spawning habitat characteristics for stream-dwelling salmonids.* WRP Project Report 4. — Zotero `2DFMCG9L`.
+22. Lewis, A., Ganshorn, K. 2007. *Literature review of habitat productivity models for Pacific salmon species.* Ecofish Research, for DFO. — Zotero attachment `5J6W8GS8` (att). Context only (MAD as an indicator); no species thresholds.
+23. Hartman, G.F., Gill, C.A. 1968. Distributions of juvenile steelhead and cutthroat trout (*Salmo gairdneri* and *S. clarki clarki*) within streams in southwestern British Columbia. *J. Fish. Res. Board Can.* 25(1):33–48. DOI 10.1139/f68-004. — **Not in Zotero**; abstract only.
+24. Boughton, D.A., Goslin, M. 2006. *Potential steelhead over-summering habitat in the south-central/southern California coast recovery domain: maps based on the envelope method.* NOAA-TM-NMFS-SWFSC-391. — **Not in Zotero**; read only via Sheer et al. 2009 Table 8.
+25. Peterson, D.P., Rieman, B.E., Young, M.K., Brammer, J.A. 2013. Patch size but not short-term isolation influences occurrence of westslope cutthroat trout above human-made barriers. *Ecology of Freshwater Fish* (volume/pages not verified) — **Not in Zotero; not read** (cited by Isaak for the flow–width link).
+26. smnorris/bcfishpass@f8db4b9: `parameters/example_cwf/parameters_habitat_thresholds.csv` and `docs/03_model_habitat_linear.md`. Local clone.
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/progress.md b/planning/archive/2026-10-issue-302-mad-thresholds/progress.md
new file mode 100644
index 00000000..f889894a
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/progress.md
@@ -0,0 +1,26 @@
+# Progress — Tune MAD (discharge) thresholds for BT, GR, KO and RB (#302)
+
+## Session 2026-10-02
+
+- Plan-mode exploration — phases approved by user
+- Gate decisions: build the mad scoring harness here (#300 reuses it); mad_min = P05
+  of mad_m3s at stage-located observations, mad_max open (9999) unless literature
+  argues a cap
+- Created branch `302-tune-mad-discharge-thresholds-for-bt-gr-` off main
+- Scaffolded PWF baseline from issue #302 with approved phases
+- Next: start Phase 1
+
+## Session 2026-10-02 (cont.) — Phase 1 driver
+
+- Plan review (Plan agent) → `review-plan.md`: three blockers (score `_min` direction,
+  BT/GR spawn coupling, KO unscorable held-out); fixes folded in or put to the operator
+- Operator decisions mid-run: any-stage fallback for thin spawn cells; expected-count
+  floor of record; underpowered walk lands P05 marked unscored
+- `data-raw/query_habitat_thresholds_mad.R`: code-check 3 rounds. Round 1 (rear stream
+  edges inside waterbodies), round 2 (inside round 1's fix: classifier transcribed
+  rules.yaml; now uses fresh's compiled L/W SQL), round 3 Clean by enumeration against
+  fresh's compiled `mad` predicates over all 1.88M `fresh_default` segments
+- Harness (`habitat_variants_build/score.R`): `model`/`set` columns, anchor rungs,
+  `_min` direction, method sha, `--floor`; #284 re-score reproduces all nine outputs
+- Literature sweep → `literature.md`
+- fresh `wetland_ha_min` defect: issue drafted, awaiting operator review
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/review-harness-round1.md b/planning/archive/2026-10-issue-302-mad-thresholds/review-harness-round1.md
new file mode 100644
index 00000000..93e17df7
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/review-harness-round1.md
@@ -0,0 +1,105 @@
+# Review: variants harness extended for MAD ladders (#302), round 1
+
+Scope: working-tree diff of `data-raw/habitat_variants_build.R`,
+`data-raw/habitat_variants_score.R`, `data-raw/habitat_score/README.md`.
+Reviewed by reading. Nothing was run against the DB.
+
+## Findings
+
+- **[severity: bug]** `data-raw/habitat_variants_score.R:595-603` (taper / elevation / elevation_adjusted):
+  `band_case` gives each segment to the FIRST step in `lad` whose flag differs from its
+  `step_from`. That is only right when the ladder is nested. A MAD ladder is not nested: the
+  anchor's band is two-way (cw base vs mad P10), so the segments that cw keeps, P10 drops
+  and P05 adds back all match the anchor's `WHEN` first and get labelled `band <anchor>`.
+  - `bands.csv` / `verdict.csv` count those segments in P05's band, because
+    `lnk_habitat_validate_band` compares P05 with the anchor.
+  - `taper.csv`, `elevation.csv` and `elevation_adjusted.csv` leave them out of P05's band.
+    So for every post-anchor rung, the elevation-adjusted ratio describes a different, smaller
+    set of segments than the verdict, and nothing marks the difference.
+  - The anchor's own row mixes the "mad adds" and "mad drops" directions into one rate.
+  - If the anchor row comes after P05 in the CSV, the misassignment runs the other way.
+  - #284 quoted the elevation-adjusted ratios beside the verdict ("0.75 and 0.89
+    elevation-adjusted"), so these figures would be read as evidence.
+  - Fix: build the band classes the way the band function does, from each step against its
+    own step_from (one segment can sit in two bands). Or leave the anchor out of `band_case`
+    and the core comparison.
+  - Separately, the taper's core bins are gradient bins (`grad_bins`), which say nothing
+    about a `_mad_min` ladder.
+
+- **[severity: bug]** `data-raw/habitat_variants_score.R:385-388, 410` together with the planned
+  ladder shape in `habitat_score/README.md`:
+  - The core is `ladder_of()` = cw base ∩ every rung, and the base is `default`.
+  - The planned BT/GR rear rungs carry `set` cells that differ from `default`. BT
+    `rear_gradient_max` goes 0.1049 -> 0.1349, and the spawn range changes.
+  - So the core is cut at default's rear gradient max of 0.1049, while every MAD band (P05 vs
+    P10, P02 vs P05, all at 0.1349) can include segments between 0.1049 and 0.1349.
+  - The band is therefore compared against a core that by construction excludes the gradient
+    window #284 measured at density ratio 0.60-0.71, which biases MAD steps toward "refuse"
+    for a gradient reason. The verdict will look like a discharge finding.
+  - The core needs a cw reference that carries the same `set` cells, or the band's gradient
+    window has to match the core's.
+
+- **[severity: fragile]** `data-raw/habitat_variants_score.R:212-224`: the score checks only the
+  number of `set` cells (`1L + n_set(r$set)`), never their names or values, and never checks
+  `model` against the bundle.
+  - The bundle on disk is still verified against built.csv. So if variants.csv is edited
+    after a build (a `set` value changed, or `model` flipped) and that variant is not rebuilt,
+    the score passes and labels results with values the bundle does not hold.
+  - A `model` flip changes which step is treated as the anchor and the step direction.
+  - Parse `set` the way the build does, compare each cell to the bundle, and assert that a
+    `mad` variant's method table is its own and not default's.
+
+- **[severity: fragile]** No check that `set` is held constant along a ladder, although the README
+  states it as the rule.
+  - Each rung is checked only against `default` (build `n_diff == length(cells)`, score
+    `n_set`), so a rung that drops or changes a `set` cell its step_from carries passes both
+    scripts. The step's band then mixes that cell's effect into the MAD verdict.
+  - The 1 % against-direction stop (score :448-459) catches this only when the inconsistency
+    removes habitat, for example a dropped spawn range or a lower gradient max. A `set` cell
+    that only adds habitat passes silently.
+  - Assert that `sets[[v]]` equals `sets[[step_from]]` for every non-anchor step.
+
+- **[severity: fragile]** `data-raw/habitat_variants_score.R:207-208`: an NA `method_sha256` (a
+  pre-#302 row) is accepted for any `cw` variant without checking that the method table
+  resolved *now* still puts its WSGs on cw.
+  - If `default`'s method table later moves a group to `mad`, a pre-#302 `cw` schema is
+    re-scored by the validator under `mad` (it takes `models` from the current cfg), while it
+    was classified on cw. That is exactly the mismatch #299 exists to prevent.
+  - Accept NA only where `.lnk_wsg_model()` of the current table gives cw for every scored
+    WSG.
+
+- **[severity: fragile]** `data-raw/habitat_variants_build.R` `working_of()` (pre-existing, made
+  live by #302): working schemas are named `working_score_<wsg>` with no prefix.
+  - The plan says #302 is rebuilt "into a new prefix rather than patched". But a `score302_`
+    base over the #284 WSGs it shares (BULL, ELKR, UARL, …) overwrites #284's
+    `working_score_*`.
+  - #284 can then no longer be extended or rebuilt with `--step=variants` without a new base.
+    The digest check stops that loudly, so this is not silent.
+  - Two builds on different prefixes running at once would corrupt each other.
+
+## Checked and fine
+
+- Walk with an anchor:
+  - `startsWith(NA, "take")` is NA, and `dec[NA] <- "take"` is a permitted length-1 assign
+    (verified).
+  - Refused at the first post-anchor rung gives the anchor's value.
+  - Underpowered there gives NA.
+  - `stop_at == 1` cannot occur while the anchor row is present.
+  - The band function always emits `added` rows, so `rule` keeps the anchor.
+- Value columns:
+  - `value_of` for the anchor gives the default cell (NA for the missing ranges).
+  - `loosens` NA OR `model_step` TRUE gives "added".
+  - The `value_from` join-back after `aggregate()` is keyed on variant, and the column order
+    is restored.
+- Build side:
+  - `write_bundle` method table: the rbind works with zero new rows, the columns match
+    default's (`watershed_group_code,model`), unquoted like default, and it uses the full
+    roles file, so it is independent of `--wsgs`.
+  - Provenance: the verify loop keys match `lnk_config_verify()$file`, the child entry
+    overrides the inherited one, and `normalizePath` is fine.
+  - `record_built`: back-compat column add and reorder are correct.
+- Score side:
+  - Bridge `$4`: `in_window` is NULL for MAD and anchor steps.
+  - `copy_access` and the access digests are unaffected by the model, because classify
+    and connect do not touch access.
+  - `.lnk_hv_obs` uses `models` only to add a column, so `obs_key` does not move.
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/review-harness-round2.md b/planning/archive/2026-10-issue-302-mad-thresholds/review-harness-round2.md
new file mode 100644
index 00000000..0bd880b6
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/review-harness-round2.md
@@ -0,0 +1,147 @@
+# Review: variants harness for MAD ladders (#302), round 2
+
+Scope: the working-tree diff of `data-raw/habitat_variants_build.R`,
+`data-raw/habitat_variants_score.R`, `data-raw/habitat_score/README.md` and
+`data-raw/query_habitat_thresholds_fiss.R`, with round 1's fixes reviewed in particular.
+Reviewed by reading. Read-only DB probes only; neither build nor score was run.
+
+## The mechanism
+
+Round 1's two bugs came from code that assumed a ladder is a nested, one-direction,
+single-cell chain walked out from `default`. That cw base also cuts the core on every axis it
+tests. The #302 fixes moved the anchor out of the walk and the band labels, but the
+**cw base is still a member of every MAD ladder's core** (`ladder_of()` always prepends
+`base_variant`). The cw base tests axes the mad rungs do not test: channel width, NULL width,
+and any cell a rung's `set` changes. So the core is cut on those axes and the bands are not.
+Findings 1 and 2 are this mechanism. Finding 3 is the "single-cell chain" assumption, which
+is still unasserted.
+
+## Findings
+
+- **[severity: fragile, could bias verdicts]** `data-raw/habitat_variants_score.R:423-426, 448`
+  (`ladder_of()` → `schema_core`), and the README claim "a band's verdict is about discharge
+  alone":
+  - The core of a MAD ladder is cw base ∩ every rung. Under `mad`, fresh drops the width test
+    (`frs_habitat_predicates.R:110`, `size_col <- "mad_m3s"`), and a cw rule fails a NULL
+    `channel_width` (BETWEEN with NULL).
+  - So the core also carries the cw base's `*_channel_width_min` floor and excludes NULL-width
+    segments. A post-anchor band (P05 & !P10) carries neither cut.
+  - The band therefore differs from the core on width as well as on discharge. That is
+    round 1's finding 2 one axis over: gradient was fixed by policy, width cannot be.
+  - Sized with a read-only probe on `fresh_default.streams` joined to
+    `fwa_stream_networks_discharge` (PARS, KOTL, MORR and BULK; gradient <= 0.1049), as the
+    share of km with mad >= X that the cw width test drops:
+
+    | mad >= X | narrow (< 1.5 m) | NULL width | wide | share dropped |
+    |---|---|---|---|---|
+    | 0.05 | 75 km | 176 km | 4,859 km | ~5 % |
+    | 0.02 | 379 km | 717 km | 5,490 km | ~17 % |
+
+  - The low-discharge bands are where the narrow and NULL-width segments sit, so the band
+    holds a stream class the core has none of. The bias is probably small at P10, but its
+    direction is unknown.
+  - Remedy: for a ladder past its anchor, take the core from the mad rungs only (that is
+    #284's "the habitat no step moves"; the plan's reason to add a reference was the
+    *no-range* base, which is not in the ladder). Or keep the cw base in the core and write
+    the km it removes from the mad-rung intersection beside the verdict. Either way, correct
+    the README sentence.
+
+- **[severity: fragile]** `data-raw/habitat_score/README.md` "The rungs carry `default`'s
+  gradient cutoffs"; `habitat_variants_score.R:115-128, 252-262`. Round 1's finding 2 was
+  fixed only by documentation.
+  - Nothing stops a MAD rung's `set` from carrying a cell the cw base also tests, such as
+    `rear_gradient_max=0.1349` (the plan's original shape) or a `*_channel_width_*` cell.
+  - The score checks that such a cell holds its value and stays fixed along the ladder, then
+    scores the band against a core cut at default's value. That is the round-1 bias, and it
+    passes silently.
+  - Cheap guard (build and score): a `mad` variant's `set` may name only `*_mad_*` columns,
+    which the cw base never reads.
+
+- **[severity: fragile]** `habitat_variants_score.R:410-422` (`value_of`, `loosens`,
+  `direction`), with no check anywhere that a ladder is a single-cell chain.
+  - Neither script asserts that a non-base step has the same `species_code`, `column`, `flag`
+    and `obs_stage` as its `step_from`. Today the chain is walked by `step_from`, while the
+    core, taper and elevation group by `species_code` × `column`.
+  - Before #302, a step whose column differs from its step_from's got `value_from` = default's
+    (non-NA) value, so the output was wrong but visible.
+  - On a MAD column, default's value is NA. So `loosens` is NA and `direction` is
+    `ifelse(FALSE | NA, ...)` = NA.
+  - `aggregate()` then drops that step's rows from `bands_pooled.csv` (NA in `step_direction`,
+    a key). It has no verdict row, `walk()` gets `dec` NA and reports
+    "underpowered at <step> - the step 1-4 verdict stands" instead of stopping.
+  - Mixed `obs_stage` in one ladder also makes the taper count every location
+    (`identical(st, "spawn")` is FALSE for a length-2 `st`, line 661).
+  - Guard: for every step whose `step_from` is not the base, assert those four fields equal
+    the step_from's, beside the set-fixed check at 117-128. Also assert `!anyNA(steps$direction)`.
+
+- **[severity: fragile]** `habitat_variants_build.R:85` `--working-prefix` defaults to
+  `working_score_`. That is #284's prefix whatever `--prefix` is.
+  - Round 1's finding 6 is fixed only if the operator remembers a second flag.
+  - `--prefix=score302_` without `--working-prefix` rebuilds BULL, CLRH, ELKR, LILL, REVL and
+    UARL into #284's `working_score_*`. #284 then cannot be extended without a fresh base (a
+    later digest or segmentation check stops it, so the loss is not silent).
+  - Guard: stop when `--prefix` is not `score284_` and `--working-prefix` is the default, or
+    derive the default from `--prefix`.
+
+- **[severity: fragile, low]** `habitat_variants_score.R:253-256`: the per-cell `set` check
+  compares `as.numeric()` of both sides. A non-numeric cell (`*_edge_types`) is NA on both
+  sides, so `all.equal(NA, NA)` passes whatever value the bundle holds. Only `n_diff` then
+  guards it. Compare as strings, or numerically only for numeric columns.
+
+- **[severity: fragile, low]** `data-raw/query_habitat_thresholds_fiss.R:44`: `--out` still
+  defaults to #284's committed `data-raw/logs/habitat_thresholds_284/`. A #302 run with
+  `--species=BT,GR,KO,RB` and no `--out` overwrites #284's `fiss_presence.csv` (the CH rows go)
+  and its stamp. Also, a default re-run adds the `segment mad_m3s` rows to #284's file, so a
+  byte-identity claim against HEAD's outputs can hold only for the pre-existing rows.
+
+## Checked against an anchor + `_min` ladder, and fine
+
+- 1 % against-direction stop:
+  - Anchors are excluded.
+  - For `_min` rungs, `step_direction` is "added" and the clustering leak is P10 & !P05,
+    which is correct.
+  - It is safe when every step is an anchor (empty `tapply`).
+- `bands_pooled` and `rule`:
+  - The anchor keeps its "added" row and has both directions in `bands_pooled`.
+  - `value_from` is joined back after `aggregate()`, so the #284 output columns are unchanged.
+- `chain_to`, `tips` and `walk`:
+  - The chain is [anchor, P05, P02]; the anchor is forced to "take".
+  - "Refused at P05" gives the anchor's value; "underpowered" gives NA.
+  - `stop_at == 1` cannot be reached through the anchor.
+  - A one-rung ladder gives "taken through anchor".
+- `value_of`: the anchor gives NA from default, and later rungs give their step_from's own
+  value.
+- `habitat_change`: each variant against the cw base, as documented.
+- `bridge_band`:
+  - The anchor row is the mad-added half only, consistent with "added".
+  - `in_window` is NULL for MAD and anchor steps.
+  - `_gradient_min` rearing columns are not read by any code, so the max-only window is
+    unreachable for a `_min` ladder.
+- `taper`, `elevation` and `elevation_adjusted`:
+  - With threshold steps first and the anchor last, every post-anchor band label now matches
+    `bands.csv`'s added set, traced segment by segment, cw/P10/P05/P02.
+  - Zero-row `anc` and `thr_steps` are handled.
+- `obs_key`: `models` only adds a column (`R/lnk_habitat_validate.R:281-307`), and the attach
+  key does not depend on the model.
+- `species_of`, `aoi_of`, the built-WSG set, `run_variant`'s `wsgs_v`, and the score's
+  method-table check agree on focal ∩ role WSGs.
+  - The score's hand-rolled "unlisted is cw" matches `.frs_habitat_models` via `.lnk_wsg_model`.
+- `record_built`:
+  - The method sha is added.
+  - A pre-#302 file gains an NA column, and `write.csv` "NA" reads back as NA under
+    colClasses character.
+- Base digest check:
+  - The base always runs first in each variants pass.
+  - Classify and connect only touch `streams_habitat` for the given species.
+  - Connect never tests width or model.
+- Set-fixed check: skips anchors and steps from the base, and is order-insensitive.
+- FISS:
+  - Name matching is case-insensitive. Probed `species_list` tokens: 'Bull trout' 130,
+    'Rainbow trout' 93, 'arctic grayling' 2, all match.
+  - There is no Steelhead or Sockeye/Kokanee mixed token.
+  - Presence has `gr`, `ko` and `rb` columns, and the names collide with no site or snap column.
+  - `mean(x < NA)` gives NA where default has no range, which is honest.
+  - `fwa_stream_networks_discharge` has a UNIQUE index on `linear_feature_id` (2,716,652
+    rows, all distinct), so the scalar subquery cannot raise. It is the same table and key
+    that `lnk_pipeline_prepare.R:697` joins `mad_m3s` from. `fresh.streams` carries
+    `linear_feature_id`.
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/review-harness-round3.md b/planning/archive/2026-10-issue-302-mad-thresholds/review-harness-round3.md
new file mode 100644
index 00000000..b9982e3a
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/review-harness-round3.md
@@ -0,0 +1,220 @@
+# Review: variants harness for MAD ladders (#302), round 3
+
+Scope: working tree of `data-raw/habitat_variants_build.R`, `data-raw/habitat_variants_score.R`
+and `data-raw/query_habitat_thresholds_fiss.R`, including the parent's mid-review
+`schema_of()` zero-length fix. The planned input is `variants_302.csv` + `wsg_roles_302.csv`.
+I reviewed by reading, with read-only probes:
+- an R probe of zero-row `$<-`;
+- psql on :5432 for discharge NULL share per focal WSG and for existing schemas.
+
+I ran neither script. #284's regression is not duplicated here.
+
+## Findings
+
+- **[bug, loud]** `habitat_variants_score.R:632` `rule$floor_of_record <- floor_of_record`
+  (new in #302).
+  - When no held-out WSG is in scope, `rule` has 0 rows. Line 554 says "verdict.csv carries
+    no rows" and the script carries on.
+  - Assigning a length-1 scalar with `$<-` onto a 0-row data.frame then errors: "replacement
+    has 1 row, data has 0". I reproduced this in R.
+  - Every earlier `rule$...` assignment is vector-valued and survives.
+  - It hits any pre-flight on in-sample WSGs only, for example `--wsgs=PARS` or `--wsgs=KOTL`
+    with `wsg_roles_302.csv`. That is the natural single-WSG pre-flight, since PARS carries
+    all three species.
+  - The crash comes after the whole validation pass, and before taper, elevation, bridge and
+    the stamp are written.
+  - Fix: `rule$floor_of_record <- rep(floor_of_record, nrow(rule))`.
+
+- **[bug, verdict disagrees with the rule fixed before the run]** `habitat_variants_score.R:593-625`
+  (`walk()`, the "underpowered" branch).
+  - `research/habitat_thresholds.md` ("Scoring design, fixed 2026-10-02") says: *"An
+    underpowered first step lands P05, marked unscored."*
+  - The walk instead writes `walked_value` / `walked_value_of_record` = NA, with status
+    "underpowered at <P05 rung> - the step 1-4 verdict stands".
+  - For a MAD ladder there is no step 1-4 verdict in any bundle: `default`'s
+    `*_mad_min` are NA. So the status names a fallback that does not exist, and the
+    verdict-of-record value is NA where the design says P05.
+  - This is the likely outcome, too, because the expected floor is the floor of record and
+    the held-out WSGs were sized as upper bounds. So the CSV will disagree with the doc
+    exactly where #302 expects to land.
+  - A second, smaller ambiguity: the design says "the walk stops at the first step not
+    taken". An underpowered P02 after a taken P05 therefore reads as P05, but the code gives
+    NA (#284's semantics).
+  - Fix: for a ladder with an anchor, either implement both cases in `walk()` (first
+    post-anchor step underpowered → that step's value plus "unscored"; a later one →
+    the last taken value), or state in the doc that this is applied by hand, as the
+    literature veto is.
+
+- **[fragile, can rewrite #284's committed evidence and DB state]** `habitat_variants_build.R:81,95`
+  and `habitat_variants_score.R:73-74,164`. `--prefix` and `--out` still default to #284's
+  values whatever `--variants` says.
+  - **Build.** `--variants=…variants_302.csv --roles=…wsg_roles_302.csv` with no `--prefix`
+    and no `--out` writes into #284's schemas and log directory:
+    - it re-runs the base into `score284_default` and `working_score_*` for the shared WSGs
+      (ELKR, KOTL, PARS, REVL, UARL). At a new HEAD the resume gate does not hold, so they
+      are rebuilt;
+    - it overwrites the committed `data-raw/logs/habitat_score_284/closure.txt`;
+    - it rewrites rows of the committed `base_habitat_digest.csv`, `base_recompute.csv` and
+      `built.csv`;
+    - it appends to the committed `stamp_build.txt`;
+    - it writes 18 bundles into the committed `bundles/`.
+
+    That is the state #284's regression re-run reads.
+  - **Score.** The same invocation calls `unlink()` on #284's 11 committed outputs at line 164,
+    *before* `cfg_of()` stops for missing bundles. git can recover them, but the tree is
+    damaged first.
+  - `query_habitat_thresholds_fiss.R` got exactly this guard in round 2 (a non-default
+    species set needs an explicit `--out`). The two harness scripts did not.
+  - Fix:
+    - refuse a `--variants` other than `variants.csv` unless `--prefix` and `--out` are both
+      given (or derive both from the variants file);
+    - in the score, move the `unlink()` below the bundle and built.csv checks.
+
+- **[fragile, guard scoped to the planned shape]** `habitat_variants_score.R:423` (`model_step`)
+  and `:117-128`, `:437-441`, with `habitat_variants_build.R:150-159`.
+  - The mechanism of rounds 1-2 is still open at its edges, because the guards assume the
+    planned shape (a mad ladder starts at the base, and a cw variant has no `set`):
+    - **(a) A mid-ladder anchor.** `model_step` means "model differs from step_from", not
+      "step_from is the base". A `mad` step from a non-base `cw` rung (or a `cw` step from
+      a `mad` rung) then counts as an anchor in the middle of a ladder:
+      - it is force-decided `take (anchor: model change)`;
+      - the set-fixed check skips it (line 121);
+      - `core_of()` keeps that cw rung in the core, which brings back round 2's width-cut
+        core.
+    - **(b) A cw variant's `set`.** The `*_mad_*` restriction applies only to `mad` variants.
+      A cw variant whose `set` names a gradient or width cell sits in an all-cw ladder, and
+      `core_of()` keeps the base there. The base lacks that cell, so the core is cut at
+      default's value: round 1's finding 2.
+  - Neither shape is in `variants_302.csv` or `variants.csv`, so nothing is wrong today.
+  - Guards:
+    - assert `model_step` only where `step_from == base_variant`;
+    - extend the set restriction to cw variants: no set, or only cells the cw base does not
+      read.
+
+- **[fragile, diagnostic only]** `habitat_variants_score.R:715-719` (taper).
+  - For a MAD ladder the core is cut into **gradient** bins (`grad_bins`), on an axis the
+    ladder does not move. The segment query (`:681`) does not fetch discharge at all.
+  - So taper.csv's `core (…]` rows for the six MAD ladders are not a taper toward the
+    discharge cutoff, though they are labelled as one.
+  - The band rows and `ratio_to_core` are correct, and the research doc does not cite the
+    taper for #302.
+  - Fix: bin a MAD ladder's core on `mad_m3s` (join `fwa_stream_networks_discharge` on
+    `linear_feature_id`), or write no core bins for it.
+
+Mid-review fix checked: `schema_of()` now returns `character(0)` on empty input, in both
+scripts, and the anchor `WHEN` branch is built only when `nrow(anc) > 0`.
+- I audited every other `paste0` / `sprintf` / `dbQuoteString` call over a possibly-empty
+  vector (rows S6, S41-S43, S45, S49, B8, B12 below). All are either scalar or produce
+  `character(0)` correctly.
+- `flag_of(character(0))` gives `match()` → `integer(0)` → `sprintf()` → `character(0)`.
+- `w_sp` empty gives `"{}"`, but `lnk_habitat_validate_band()` stops first (`length(aoi) >= 1`):
+  loud, not silent.
+- The method-table `rbind` with no new WSG binds a 0-row frame: fine.
+
+## Enumeration
+
+83 places: 50 in the score, 29 in the build, 4 in the FISS script.
+- (a) is #284's cw gradient ladders: no model or set, one cw chain, `_max` columns.
+- (b) is the six MAD ladders of `variants_302.csv`: an anchor, `_min` rungs, and a `set`
+  holding the other stage's MAD range.
+
+Every entry is either ok or one of the five findings above. Nothing else in either script
+derives a schema, core, band, value, direction, WSG set, species set, digest or check.
+
+### habitat_variants_score.R
+
+| # | line | what is derived | (a) #284 cw | (b) #302 MAD |
+|---|---|---|---|---|
+| S1 | 91-103 | variants read; `model` default cw; base unique and cw | ok (no model col → cw) | ok |
+| S2 | 104-114 | `n_set`, `parse_set` (same parse as build) | ok (0) | ok (3 cells) |
+| S3 | 117-128 | set held fixed along a ladder | ok (all empty) | ok for planned; skip rule is finding 4a |
+| S4 | 132-153 | step_from listed, no branch below base, no cycle | ok | ok |
+| S5 | 155-158 | focal, roles ∩ focal, species | ok | ok (BT, GR, RB) |
+| S6 | 160 | `schema_of` (zero-length fix) | ok | ok |
+| S7 | 164 | `unlink` of outputs | ok | **finding 3** (runs before any check) |
+| S8 | 167-171 | head sha, dirty paths | ok | ok |
+| S9 | 178-186 | cfg per variant (base `default`, others from `<out>/bundles`) | ok | ok |
+| S10 | 201-215 | built.csv WSG set (focal ∩ species roles) and schema name | ok | ok |
+| S11 | 216-220 | thresholds sha vs built | ok | ok |
+| S12 | 224-245 | method sha vs built; bundle method table puts w_v on `model_of(v)` | ok (NA allowed for cw) | ok (all role WSGs mad) |
+| S13 | 247-269 | n_diff = 1 + n_set vs current default; value; each set cell (num or text) | ok | ok (4 cells) |
+| S14 | 275-292 | per-variant access digest = base's | ok | ok |
+| S15 | 294-300 | absences and pooling over species | ok | ok |
+| S16 | 306-312 | `species_of`, `aoi_of` | ok | ok |
+| S17 | 314-324 | validate each variant on its own cfg (model from the cfg's method table) | ok | ok |
+| S18 | 332-345 | `obs_key` same observations and segments as base | ok | ok (attachment is model-independent) |
+| S19 | 347-364 | summary role, totals | ok | ok |
+| S20 | 369-385 | habitat_change against the base | ok | ok as labelled: a mad rung against **cw** default, so a rearing rung's `spawning_km_added` is its `set`'s change, not the step's |
+| S21 | 391-402 | absence sites attached on base | ok | ok |
+| S22 | 407-415 | `thr_default`, `value_of` | ok | ok (anchor NA, later rungs their step_from's value) |
+| S23 | 416-418 | `steps$value_from` | ok | ok (mixed NA/numeric simplifies to numeric) |
+| S24 | 423 | `model_step` | ok (none) | ok for planned; **finding 4a** |
+| S25 | 426-429 | `loosens` (`_min` ↓), `direction` | ok (unchanged for `_max`) | ok (all six ladders strictly decrease) |
+| S26 | 430-433 | `ladder_of` (species × column) | ok | ok (one chain per column) |
+| S27 | 437-441 | `core_of` (mad: rungs only) | ok (base + rungs, unchanged) | ok; **finding 4b** for cw-with-set |
+| S28 | 444-457 | step shares species, column, flag and stage with step_from | ok | ok |
+| S29 | 462-473 | UHC reaches would sit in the core | ok | ok |
+| S30 | 474-504 | band per step: `w_sp`, schema, schema_ref, core | ok | ok (anchor ref = base, core = rungs) |
+| S31 | 485-495 | absence band, covered WSGs | ok | ok |
+| S32 | 517-530 | 1 % against-direction stop (anchors excluded) | ok | ok |
+| S33 | 534-547 | pooled aggregate; `value_from` joined back after | ok | ok |
+| S34 | 550-555 | rule filter: held_out, direction = step_direction, stage = obs_stage | ok | ok (RB spawn on `spawn`) |
+| S35 | 556-561 | found-floor decision | ok | ok |
+| S36 | 562-563 | anchor forced take | n/a | ok |
+| S37 | 570-575 | expected-floor decision, anchor forced | ok | ok |
+| S38 | 583-592 | `chain_to`, `tips` | ok | ok ([anchor, P05, P02]) |
+| S39 | 593-625 | walk: taken / refused / underpowered values | ok | **finding 2** |
+| S40 | 629-641 | floor-of-record columns | ok | **finding 1** (0 held-out rows crash) |
+| S41 | 650-664 | taper ladders, `lad`, `sch_all`, `flag_of` | ok | ok |
+| S42 | 668-681 | `band_case` (thr steps first, anchor split last) | ok (no anchor branch since fix) | ok |
+| S43 | 689 | taper core from `core_of` | ok | ok |
+| S44 | 695-697 | taper obs stage | ok | ok (single stage per ladder) |
+| S45 | 715-719 | taper core gradient bins | ok | **finding 5** |
+| S46 | 732-746 | elevation terciles of each WSG's core | ok | ok (core = rungs) |
+| S47 | 747-759 | elevation per class vs core in same class | ok | ok |
+| S48 | 764-771 | elevation_adjusted | ok | ok |
+| S49 | 777-834 | bridge_band: added rearing steps, `in_window` gradient-only | ok | ok (NULL for MAD and anchor) |
+| S50 | 836-871 | score stamp | ok | ok (method sha not printed; it is in built.csv) |
+
+### habitat_variants_build.R
+
+| # | line | what is derived | (a) | (b) |
+|---|---|---|---|---|
+| B1 | 81-95 | `prefix`, `working_prefix` (derived), `dir_out` | ok | **finding 3** (prefix and out default to #284's) |
+| B2 | 98-105 | dirty and head | ok | ok |
+| B3 | 107-130 | column set (model and set optional), base on cw | ok | ok |
+| B4 | 134-146 | `parse_set` with malformation checks | ok | ok |
+| B5 | 150-159 | mad `set` only `*_mad_(min\|max)` | n/a | ok; **finding 4b** for cw |
+| B6 | 163-184 | ladder well-formed | ok | ok |
+| B7 | 185-197 | `--only`, focal ⊂ roles | ok | ok |
+| B8 | 199-200 | `schema_of` (zero-length fix), `working_of` (scalar callers only) | ok | ok |
+| B9 | 206-212 | cfg_default, loaded, default thresholds and method table | ok | ok |
+| B10 | 216-231 | thresholds writer reproduces default byte for byte | ok | ok |
+| B11 | 234-262 | bundle cells, equals-default refusal, n_diff = cells | ok | ok (4 cells, all NA in default) |
+| B12 | 275-294 | mad method table (all role WSGs for the species on mad) and provenance | n/a | ok |
+| B13 | 295-321 | config.yaml, `lnk_config_verify` per declared file, method path resolves to the written one | ok | ok |
+| B14 | 322-330 | `equals_bundle` | ok | ok (none) |
+| B15 | 335 | `run_variants` (base always first) | ok | ok |
+| B16 | 345-370 | `record_built` (method sha; pre-#302 NA column) | ok | ok |
+| B17 | 373-388 | digest SQL (streams, access, working habitat) | ok | ok |
+| B18 | 393-426 | base closure and resume gate | ok | ok under its own prefix; finding 3 otherwise |
+| B19 | 432-445 | base habitat digest per focal WSG | ok | ok |
+| B20 | 449-492 | access recompute on focal | ok | ok |
+| B21 | 495-518 | `copy_access` | ok | ok |
+| B22 | 520-533 | `run_variant` WSGs (base: focal; variant: focal ∩ species roles), species | ok | ok |
+| B23 | 535 | `lnk_persist_init` sized to the bundle | ok | ok |
+| B24 | 544-555 | mad_m3s guard (column exists, count > 0) | n/a | ok (probe: NULL discharge is 0-4 % of km in the 12 focal WSGs; partial NULL drops alike from every rung) |
+| B25 | 557-561 | classify and connect, method from the cfg path | ok | ok |
+| B26 | 563-575 | base re-classify digest | ok | ok |
+| B27 | 576-584 | persist species, copy access | ok | ok |
+| B28 | 585-590 | streams and access equal base per WSG | ok | ok |
+| B29 | 598-632 | build stamp (thresholds hash only) | ok | ok (method sha is in built.csv) |
+
+### query_habitat_thresholds_fiss.R
+
+| # | line | what is derived | (a) | (b) |
+|---|---|---|---|---|
+| F1 | 39-58 | `--out` / `--species` guard | ok (default reproduces #284 rows; adds mad rows, noted in round 2) | ok |
+| F2 | 98-101 | per-species presence flag by common name | ok | ok |
+| F3 | 122-128 | snapped `seg_mad_m3s` by `linear_feature_id` (unique) | ok | ok |
+| F4 | 180-188 | mad presence/absence metrics (shares NA where default has no range) | n/a | ok |
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/review-land-round1.md b/planning/archive/2026-10-issue-302-mad-thresholds/review-land-round1.md
new file mode 100644
index 00000000..897ef76f
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/review-land-round1.md
@@ -0,0 +1,110 @@
+# Review — #302 landing diff, round 1
+
+Scope: `diff_land1.patch` (RUNBOOK §7, default_tuned CSV/config/README, test-lnk_config.R,
+research/habitat_thresholds.md MAD Verdict + Results). Read-only; DB queries read-only on
+docker fwapg `score302_*`.
+
+## Verified clean
+
+- Landed CSV equals `walked_value_of_record` for every held-out ladder (BT 0.078/0.078,
+  GR 0.96/0.97, RB 0.011/0.019) and KO = candidates.csv 0.57; every new `*_mad_max` 9999;
+  values are P10 (P05 for RB spawn) floored to 2 s.f. from quantiles.csv.
+- `config.yaml` checksum = sha256 of the CSV (247a7088…); shape_checksum unchanged and
+  correct; `lnk_config_verify(lnk_config("default_tuned"))` reports no drift.
+- The changed test block, evaluated alone against the tree, passes (3 expectations); its
+  15-row expected frame matches `diff default/ default_tuned/` exactly.
+- Results table (band km, found, expected, ratio, elevation-adjusted, decision): every
+  number matches verdict.csv / elevation_adjusted.csv held-out rows. Build stamps (c2fed37,
+  145.3 min, 20-WSG closure, 18 variants, LHAF preflight, floor of record expected) match.
+- habitat_change table: held-out sums reproduce exactly (BT 12,991 / 8,679 / 10,712 /
+  13,235; GR 4,705 / 825 / 2,348 / 5,022; RB 8,186 / 7,821 / 8,853 / 9,849, and the %s).
+- Anchor `removed` unadjusted ratios 0.36 / 0.48 / 0.50 / 1.06 match bands_pooled.
+- RUNBOOK fresh claims hold at the pinned fresh e3a37f0: `build_wb_pred()` returns
+  `FALSE` only under cw with no size range, ANDs `size_sql(size_rear)` when a range
+  exists, and is polygon membership under mad with none; `.frs_rule_to_sql()` applies
+  `lake_ha_min` only, never `wetland_ha_min`.
+- "Inert under cw" holds: under cw `size_col` is channel_width, and `frs_habitat()`'s
+  legacy path intersects ranges with gradient/channel_width only.
+
+## Findings
+
+- **[claim]** research/habitat_thresholds.md, Results, "What the anchor costs" ("Adjusted
+  for elevation, that is 0.86, 1.41, 1.11 and 1.67") and "Reading it" → "Two things point
+  that way" ("The anchor's `removed` band is used at or near the core rate once elevation
+  is adjusted. Much of what `mad` at P10 drops is used, small water included.") — the
+  adjusted figures are not the same band adjusted. In `habitat_variants_score.R`
+  (`band_case`, ~l.700) a segment is labelled by the FIRST threshold step whose flags
+  differ, and the anchor's `removed` label only applies when no loosening rung restores
+  it. So `elevation_adjusted.csv`'s "`<sp>_p10 removed`" class is the residual that even
+  P02 never restores: BT rear 1,444 km of the 4,505 km in bands_pooled, BT spawn 791 of
+  2,752, GR rear 794 of 3,893, RB rear 296 of 864. Decomposing (same core density):
+
+  | ladder | whole removed band | residual (P02 never restores) unadj / adj | part P05/P02 restore |
+  |---|---|---|---|
+  | BT rear | 4,505 km, 240 obs, 0.36 | 1,444 km, 205 obs, 0.97 / 0.86 | 3,062 km, 35 obs, **0.08** |
+  | BT spawn | 2,752, 225, 0.48 | 791, 205, 1.51 / 1.41 | 1,961, 20, **0.06** |
+  | GR rear | 3,893, 158, 0.50 | 794, 68, 1.05 / 1.11 | 3,099, 90, **0.36** |
+  | RB rear | 864, 123, 1.06 | 296, 91, 2.30 / 1.67 | 569, 32, **0.42** |
+
+  The jump 0.36 → 0.86 is composition, not elevation (elevation adjustment actually
+  *lowers* BT rear 0.97 → 0.86 and RB 2.30 → 1.67). The part of the dropped habitat that
+  is small water by construction (what loosening restores) is used at 0.06–0.42 of core —
+  the opposite of "much of what mad at P10 drops is used, small water included". The
+  residual that *is* used is not simply small streams either: for BT rear (held-out,
+  queried from `score302_*` + `fwa_stream_networks_discharge`) it is ~500 km on NULL-MAD
+  lines (455 km inside waterbodies), ~800 km of streams below P02, ~140 km P02–P05 that
+  some other predicate excludes. As written, this bullet is the main evidence offered for
+  the sampling-density hypothesis and it does not support it.
+
+- **[claim]** research/habitat_thresholds.md, Results, "Reading it" bullet 1: "elevation
+  does not explain it (adjusted 0.12–0.57)". For GR it does cross the rule's own line:
+  GR rear P10→P05 adjusts 0.46 → 0.57 and GR spawn 0.46 → 0.54, both ≥ 0.5, so an
+  elevation-adjusted reading would *take* both GR steps. True for BT and RB (≤ 0.16),
+  not for GR. Say so, since GR is also the species with the −82 % cost.
+
+- **[claim]** RUNBOOK.md:716-719 ("At the landed values a `mad` group keeps less stream
+  rearing than `cw` (held-out: BT −33 %, GR −82 %, RB −4 %)"); research Verdict paragraph
+  ("At these values … −82 %"); Results table header "`mad` P10 (landed)"; "What it costs"
+  bullet ("Landing P10 makes a `mad` group keep a third less BT rearing, and four-fifths
+  less GR"). For BT and GR these rows are the rearing ladder, which held spawning at its
+  P05 candidate (variants_302.csv `set`: BT spawn 0.027, GR 0.095), not the landed 0.078 /
+  0.96. The landed combination was never built (the doc's own last-but-one bullet says
+  so), and spawning at P10 alone costs rearing: `bt_spawn_mad_p10` (rear at P05) is
+  10,215 km vs 10,712 at both-P05; `gr_spawn_mad_p10` is 1,558 vs 2,348. So −33 % / −82 %
+  are lower bounds on the landed loss, not "the landed values". Only RB's −4 % is the
+  landed pair (rb_rear_mad_p10 sets spawn 0.011). RUNBOOK and the Verdict sentence state
+  it without the caveat; at minimum say "at least".
+
+- **[claim]** research/habitat_thresholds.md, last Results bullet: "Clustering moved a
+  little habitat the other way (BT rear 3.5 and 1.6 km against 2,037 and 2,523 km added)".
+  3.5 and 1.6 are held-out + in-sample (3.22 + 0.23; 1.09 + 0.53, bands.csv), while 2,037
+  and 2,523 are held-out only, and the section opens "The held-out WSGs are pooled
+  throughout". Held-out figures are 3.2 and 1.1 km (bands_pooled.csv).
+
+- **[claim]** research/habitat_thresholds.md, "What it costs": "P05 halves that loss." True
+  for BT (−33 % → −18 %), not GR (−82 % → −50 %, a 39 % reduction).
+
+- **[claim, minor]** research/habitat_thresholds.md, after the Results table: RB spawning
+  P10→P05 "is taken under the expected floor of record … and kept under the found floor".
+  The found-floor decision is `keep (n < 10)`, but its walk is "underpowered at
+  rb_spawn_mad_p05 - its value lands unscored" with `walked_value` 0.011 — the same value.
+  "Kept" reads as if the found floor would land P10 (0.05). Worth one clause: both floors
+  land 0.011; they differ only in whether it is scored.
+
+- **[claim, minor]** research/habitat_thresholds.md, KO bullet: "Documented spawning sits
+  at MAD 0.28–0.40 (AMEC 2015)". literature.md l.92: Creek 661 spawning is at MAD
+  **≤ 0.283** (mouth) and above 0.105, upper limit not stated. The range extends below
+  0.28; "0.28–0.40" understates it (in the direction that strengthens "argues lower").
+
+- **[claim, minor]** research/habitat_thresholds.md:19 (top Verdict, unchanged): "One value
+  moves: BT rearing gradient loosens." The doc title now covers discharge and
+  `default_tuned` now differs from `default` in 15 cells; scope the sentence to gradient
+  and width, or point to the MAD section. Same for research/README.md:31 ("CH and BT
+  gradient and channel-width thresholds"). config.yaml's "so a group put on the `mad`
+  model keeps their stream habitat" also reads stronger than the evidence (it keeps part
+  of it, −33 %/−82 % at best); the README wording is accurate.
+
+- **[note, not this diff]** Method says calibration used the "46 WSGs persisted in
+  `fresh_default` that carry discharge" (matches stamp.txt), while Scoring design says
+  held-outs are "outside the 55 calibration WSGs" (power_windows.txt: "calibration: 55").
+  One of the two counts is a different set; reconcile the wording.
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/review-land-round2.md b/planning/archive/2026-10-issue-302-mad-thresholds/review-land-round2.md
new file mode 100644
index 00000000..40e78740
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/review-land-round2.md
@@ -0,0 +1,122 @@
+# Review — #302 landing diff, round 2
+
+Scope: `diff_land2.patch`, with the rewritten prose read against
+`data-raw/logs/habitat_score_302/{verdict,bands_pooled,elevation_adjusted,habitat_change}.csv`,
+`planning/active/literature.md`, and read-only queries on docker fwapg `score302_*`
+(+ `whse_basemapping.fwa_stream_networks_discharge`). Held-out WSGs pooled throughout,
+as the doc does.
+
+## Verified clean
+
+- Results table: every band km, found, expected, ratio, elevation-adjusted ratio and
+  decision matches `verdict.csv` / `elevation_adjusted.csv` (held-out rows).
+- "The two floors agree … except RB spawning P10→P05", "Both land 0.011; they differ only
+  in whether it counts as scored": matches `decision` / `decision_expected_floor` /
+  `walked_value*`.
+- Anchor `removed` ratios 0.36 / 0.48 / 0.50 / 1.06 (`bands_pooled.csv`; BT rear is
+  0.36500, so 0.36 is correct).
+- Habitat table: held-out sums reproduce exactly (BT 12,991 / 8,679 −33.2 % / 10,712
+  −17.5 % / 13,235 +1.9 %; GR 4,705 / 825 −82.5 % / 2,348 −50.1 % / 5,022 +6.7 %;
+  RB 8,186 / 7,821 −4.5 % / 8,853 +8.2 % / 9,849 +20.3 %).
+- Lower-bound paragraph: rearing rungs' spawning km equal the `*_spawn_mad_p05` rung's
+  (BT 0.027, GR 0.095); `bt_spawn_mad_p10` rearing 10,215, `gr_spawn_mad_p10` 1,558;
+  `rb_rear_mad_p10` spawning equals the 0.011 rung, so RB's row is the landed pair; RB
+  rearing does not respond to spawning (all `rb_spawn_*` rungs 8,853). "Lower bound" is
+  stated as an inference ("So"), which is what it is.
+- "Most of it is small water that P05 and P02 add back": restored share 68 % (BT rear),
+  71 % (BT spawn), 80 % (GR rear), 66 % (RB rear).
+- `elevation_adjusted.csv`'s `removed` class is the residual (1,444 / 791 / 794 / 296 km);
+  the parenthetical says so correctly.
+- Clustering bullet: 3.2 and 1.1 km held-out (`bands_pooled.csv`), against 2,037 / 2,523.
+- KO bullet matches literature.md l.91–92 (0.369–0.403; ≤ 0.283 and > 0.105); 31
+  locations matches the Candidates table.
+- "What it costs" bullet (a third, four-fifths, −18 %, −50 %, losses vanish at P02) holds.
+- RUNBOOK new bullet: `default`, `bcfishpass` (and both `default_*breaks`) carry no MAD for
+  BT/GR/KO/RB; percentages correct with "at least". README / config.yaml wording holds
+  (46 calibration groups, a third / four-fifths, "less than `cw` gives").
+- `test-lnk_config.R` passes against the source tree (`NOT_CRAN=true`, load_all).
+
+## Findings
+
+- **[claim]** research/habitat_thresholds.md:666-668 — "Most of it is small water that P05
+  and P02 add back, and fish use **that part** sparsely. The P10 → P05 and P05 → P02 bands
+  above are used at 0.15 and 0.03 … for BT rearing, and at 0.14 and 0.24 for RB rearing."
+  Same defect class as round 1: the cited ratios are for the whole ladder bands, which are
+  not "that part". Each loosening band also holds habitat `cw` never had (queried, held-out,
+  `score302_default` rearing vs the band):
+
+  | band | km in `cw` rearing | km not in `cw` |
+  |---|---|---|
+  | BT rear P10→P05 (2,037) | 1,705 | 332 |
+  | BT rear P05→P02 (2,524) | 1,357 | 1,167 |
+  | RB rear P10→P05 (1,032) | 398 | 634 |
+  | RB rear P05→P02 (995) | 171 | 824 |
+
+  The part of the anchor's removed band that P05/P02 restore is derivable from committed
+  files (`bands_pooled` anchor removed minus `elevation_adjusted` residual, same core):
+  BT rear 3,062 km, 35 obs → **0.08**; BT spawn 1,961, 20 → 0.06; GR rear 3,099, 90 →
+  0.36; **RB rear 569 km, 32 obs → 0.42**. For BT the conclusion survives (0.08); for RB
+  the cited 0.14 / 0.24 understate the restored part's use 2–3x, the bands cited are ~70 %
+  non-`cw` habitat, and "sparsely" for 0.42 (beside RB's whole removed band at 1.06) is a
+  stretch. Either cite the restored-part rates with their derivation or drop "that part".
+  Also minor: "the … P05 → P02 bands **above**" — no P05→P02 rearing row is in the table
+  above (only RB spawning's); the 0.03 and 0.24 are from `verdict.csv`.
+
+- **[claim]** research/habitat_thresholds.md:668-669 — "What no rung restores is the rest:
+  lines with no discharge (mostly inside waterbodies) and water below P02." Stated as a
+  measurement for all ladders; no committed file contains this decomposition (it came from
+  a round-1 reviewer query for BT rear only), and for GR it is wrong by a third. Residual,
+  held-out, by `mad_m3s` against the ladder's P02 and `waterbody_key`:
+
+  | ladder | NULL MAD (in wb / out) | below P02 | **≥ P02, still dropped** |
+  |---|---|---|---|
+  | BT rear (1,445 km) | 455 / 45 | 799 | **146** |
+  | GR rear (795 km) | 440 / 24 | 63 | **268 (34 %)** |
+  | RB rear (295 km) | 138 / 40 | 117 | 0 |
+
+  GR's 268 km sit above every rung's discharge cut and are dropped by something else
+  (consistent with rearing clustering on spawning held at 0.095, not verified). "Mostly
+  inside waterbodies" holds for the NULL-MAD part in all three. Name the third class, or
+  scope the sentence to BT/RB, and commit the query or its output if it stays a measured
+  claim.
+
+- **[claim]** research/habitat_thresholds.md:687-689 — "**the loosening bands are not
+  habitat.** Fish use the smaller streams P05 adds at 0.12–0.46 …". RB spawning P10→P05 is
+  used at **0.80** and was taken as habitat (the same bullet then says RB spawning moves to
+  P05). The range silently omits the one step that passed, and the bolded lead contradicts
+  it. Say "except RB spawning (0.80)".
+
+- **[claim]** research/habitat_thresholds.md:690-692 — "Elevation explains part of GR's gap,
+  **not BT's or RB's** … The BT and RB steps stay at 0.12–0.16." RB spawning moves
+  0.80 → 0.93 (P10→P05) and 0.20 → 0.23 (P05→P02) under elevation adjustment — a larger
+  shift than GR spawning's 0.46 → 0.54. True for BT and RB *rearing* only; scope it so.
+
+- **[claim]** research/habitat_thresholds.md:693-695 — "The core is the bigger water,
+  **where sampling concentrates**" is stated as fact with no measurement behind it in this
+  section or its logs (the next sentence concedes "Nothing here measures how much"). The
+  doc's own Biases section (l.254) says sampling "clusters near road access and **avoids
+  big rivers**". The core here is MAD ≥ P10 (BT 0.078 m³/s), which is not big-river, so
+  the two may not conflict, but the concentration of sampling on the core is an inference;
+  phrase it as one ("plausibly where sampling concentrates").
+
+- **[claim, now false]** research/habitat_thresholds.md:452-454 (section intro, unchanged by
+  the diff) — "BT, GR, KO and RB carry no MAD range **in any bundle** … so in a `mad` group
+  fresh fails every inheriting stream rule". After this diff `default_tuned` carries them.
+  Scope to `default` and `bcfishpass`, or "before #302". Same shape, milder, at
+  RUNBOOK.md:705 ("species with no MAD thresholds (BT, GR, KO, RB) lose all stream
+  habitat"): true of `default`/`bcfishpass`, and the next bullet now qualifies it, but read
+  alone it names four species that `default_tuned` gives thresholds to.
+
+- **[claim, minor]** research/habitat_thresholds.md:538 ("Site evidence brackets the
+  candidates"), 545 ("consistent with 0.027"), 560 ("Consistent with 0.0094–0.011") — these
+  assess the P05 candidates, not the landed values, and the Verdict above now lands P10.
+  Not false as written, but one landed value sits where the doc flags only KO: GR spawning
+  lands 0.96, while the only small-stream GR spawning site (House 2021) spawned at
+  0.21–0.25 m³/s freshet flow, MAD likely lower (literature.md l.86). The Results flag "the
+  literature argues lower" for KO only; the same reading applies to GR's landed value
+  (weak evidence: one constructed NWT channel). RB rear lands 0.019, outside the
+  "0.0094–0.011" the literature bullet calls consistent.
+
+- **[note]** research/habitat_thresholds.md:3 and :538 call `literature.md` "archived with
+  #302's PWF"; it is in `planning/active/` until `/planning-archive` runs. True only once
+  the archive step lands in this PR.
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/review-land-round3.md b/planning/archive/2026-10-issue-302-mad-thresholds/review-land-round3.md
new file mode 100644
index 00000000..089bc281
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/review-land-round3.md
@@ -0,0 +1,172 @@
+# Review — #302 landing diff, round 3 (enumeration)
+
+Scope: `diff_land3.patch`. Every quantitative or causal claim in the changed prose
+(RUNBOOK §7, `default_tuned/README.md`, `config.yaml`, `research/README.md`,
+`research/habitat_thresholds.md` header, top Verdict and the MAD section) read against
+`data-raw/logs/habitat_score_302/*.csv` (held-out rows), `data-raw/logs/habitat_thresholds_302/*`,
+`data-raw/habitat_score/{variants_302,wsg_roles_302}.csv`, `planning/active/literature.md`,
+`data-raw/habitat_variants_score.R`, and read-only queries on docker fwapg `score302_*` +
+`whse_basemapping.fwa_stream_networks_discharge`. Read-only throughout.
+
+## Findings
+
+- **[claim]** research/habitat_thresholds.md:678-679 — "What no rung restores. BT 1,444 km,
+  GR 794 km and RB 296 km, used **at or above** the core rate." False for BT. The residual
+  (`elevation_adjusted.csv`, class `bt_rear_mad_p10 removed`: 1,443.9 km, 205 obs) against
+  the core rate (`bands_pooled.csv`, 1,266 / 8,674.5 km = 0.1459) is **0.97** unadjusted and
+  **0.86** elevation-adjusted (238.0 expected). GR (1.06 / 1.11) and RB (2.30 / 1.67) hold.
+  Say "at or near", or give the three ratios. Same paragraph, same mechanism: the km in both
+  bullets ("BT 3,062 of 4,505", "BT 1,444") are the **rearing** ladders only, while the rate
+  list beside them also cites BT and GR spawning; BT spawning is 1,961 of 2,752 restored and
+  791 residual (at 1.51), GR spawning 1,769 of 2,241 and 472 (at 1.70). Label them "rear".
+
+- **[claim]** research/habitat_thresholds.md:684-686 — "A review query found lines with no
+  discharge … and water below P02 **for BT and RB**. **For GR it also found** 268 km above
+  P02 that the rungs still drop." BT rearing has the same third class: 146 km at
+  `mad_m3s` ≥ P02 still dropped. Re-queried this round (held-out, residual = `cw` rearing,
+  not P10, no threshold step differs):
+
+  | ladder | NULL MAD in wb / out | below P02 | ≥ P02, still dropped |
+  |---|---|---|---|
+  | BT rear | 455 / 45 | 798 | **146** |
+  | BT spawn | 453 / 33 | 305 | 0 |
+  | GR rear | 440 / 24 | 64 | 267 |
+  | GR spawn | 439 / 24 | 9 | 0 |
+  | RB rear | 138 / 40 | 118 | 0 |
+
+  Round 2's table already showed the 146; the rewrite kept it for GR only. Write "For BT
+  (146 km) and GR (268 km) it also found water above P02 that the rungs still drop."
+
+- **[claim]** inst/extdata/configs/default_tuned/config.yaml:11-12 — "so a group put on the
+  `mad` model keeps stream habitat for them (**less than `cw` gives**; see the research
+  doc)". Unscoped, it covers spawning, and RB spawning at the landed 0.011 is **more** than
+  `cw`: 6,181 km vs 5,522 on the held-out WSGs, +12 % (`habitat_change.csv`, `spawning_km`
+  in `rb_rear_mad_p10` / `rb_spawn_mad_p05`). KO is unmeasured. README and RUNBOOK scope
+  the same claim to rearing correctly; scope this one too ("less stream rearing than `cw`").
+
+- **[claim]** research/habitat_thresholds.md:547-549 — "Both are consistent with the
+  candidate 0.027 **and with the landed 0.078**. The landed value sits well above Isaak's
+  summer floor, **so it would drop small streams that juvenile BT use elsewhere**." The
+  second sentence contradicts the first and is inference stated as fact:
+  - Isaak's 0.0057 is mean summer flow; literature.md l.81 and l.149-150 say its MAD
+    equivalent "is larger (by an amount not known)", so "well above" is a cross-metric
+    comparison that is not established.
+  - Isaak's trim is a parameter choice made "because trout are rare in such small
+    streams" (l.81, l.113); it documents no juvenile use between 0.0057 and 0.078.
+  - The same size of gap is called "consistent" for RB at l.566-567 (landed 0.019 vs
+    juveniles at 0.002 summer flow), so the two bullets apply different standards.
+  Mark it as inference ("may drop"), or drop "and with the landed 0.078".
+
+- **[claim, minor]** inst/extdata/configs/default_tuned/README.md:17 — "**Each** was then
+  scored on held-out groups by a rule fixed before the run, and they are what that rule
+  walked to. KO could not be scored." "Each" includes KO, whose 0.57 is the Phase 1
+  candidate, not a walked value. "BT, GR and RB were then scored …".
+
+- **[claim, minor]** research/habitat_thresholds.md:555-556 — "The candidate 0.095 is below
+  it." "It" is the House 2021 site, known only by freshet flow (0.21–0.25) and receding flow
+  at emergence (0.10–0.12); its MAD is "likely lower" (literature.md l.158-159), not known,
+  so whether 0.095 admits that site is not established. The 0.96 claim is robust (MAD ≤
+  freshet flow). "Argues lower … as for KO" also rests on one constructed NWT channel
+  (l.86), weaker than KO's two BC streams; worth saying.
+
+- **[note]** research/habitat_thresholds.md:648 — "The build ran clean". The invariants were
+  asserted (`habitat_variants_build.R` l.28, l.379), but `build_20261002_full.log` l.46
+  records "There were 50 or more warnings" during the base recompute (beside "KETL:
+  streams_access CHANGED"), and nothing records what they were. Probably benign; one look
+  before calling it clean.
+
+- **[carried from round 2, minor]** RUNBOOK.md:705 — "species with no MAD thresholds (BT, GR,
+  KO, RB) lose all stream habitat". The conditional is true and l.716 now qualifies it, but
+  the parenthetical still names four species `default_tuned` gives ranges to. "(in
+  `default` and `bcfishpass`: BT, GR, KO, RB)" would close it.
+
+- **[carried note]** research/habitat_thresholds.md:3, :540 — "archived with #302's PWF";
+  `literature.md` is still in `planning/active/`. True once `/planning-archive` lands in this PR.
+
+## Elsewhere (item 3)
+
+- RUNBOOK §7: nothing else false. l.705 above is the one standing line.
+- research/habitat_thresholds.md outside the diff: Method, FISS, Scoring design and the
+  #284 sections read correctly; l.452-454 is now scoped ("Before #302 … still none in
+  `default` and `bcfishpass`").
+- research/README.md: the new row is accurate; the other rows are unaffected.
+- default_tuned/README.md: the table row ("…MAD, lake-area floor…") and "When you change a
+  value" stay true; `lnk_rules_build()` bakes only `rear_lake_ha_min` (l.260-282;
+  `default/rules.yaml` has no `mad`), so the inherited `rules.yaml` stays valid.
+- CLAUDE.md: l.168 "One cell moved" and l.62 "one cell changed" sit in dated status sections
+  (2026-09-26, 2026-09-29) and are true of that moment; no CLAUDE.md line asserts the
+  current cell count. No #302 status entry yet (normal before archive).
+- Bundles: `default`, `bcfishpass`, `default_extrabreaks`, `default_rearbreaks` are all 188 ×
+  `cw`; `default` and `bcfishpass` carry NA MAD for BT/GR/KO/RB; `R/` reads no
+  `*_mad_*` column. "Inert while every group is on `cw`" holds.
+
+## Enumeration
+
+Status: OK = population matches and the number reproduces. Held-out rows unless stated.
+
+| # | file:line | claim | evidence (file / column / rows or query) | population | match |
+|---|---|---|---|---|---|
+| 1 | RUNBOOK.md:710-713 | bucket columns gated by rear size range: width under `cw`, discharge under `mad` | fresh e3a37f0 `build_wb_pred()` (round 1); local fresh `frs_habitat_predicates.R` l.214-216 | fresh code | OK |
+| 2 | RUNBOOK.md:713-714 | no rear MAD range → polygon membership alone | same | fresh code | OK |
+| 3 | RUNBOOK.md:714-715 | main predicate ignores `wetland_ha_min`; only `build_wb_pred()` applies it | fresh `utils.R` l.281 (lake only); predicates l.216 | fresh code | OK |
+| 4 | RUNBOOK.md:716-717 | `default_tuned` carries; `default`, `bcfishpass` do not | the three thresholds CSVs | bundles | OK |
+| 5 | RUNBOOK.md:717 | inert until a group is moved to `mad` | all method CSVs 188 × `cw`; no `*_mad_*` read in `R/` | bundles | OK |
+| 6 | RUNBOOK.md:718-719 | at least −33 % BT, −82 % GR, −4 % RB | `habitat_change.csv` sums: 8,679/12,991, 825/4,705, 7,821/8,186 | held-out rearing | OK |
+| 7 | README.md:15 | channel-width maxima, lake area, edge types unchanged (MAD removed from list) | CSV diff | bundle | OK |
+| 8 | README.md:17 | `default` gives BT/GR/KO/RB no MAD; `mad` group loses all their stream habitat | `default` CSV; RUNBOOK §7 | bundle | OK |
+| 9 | README.md:17 | landed values list, maxima 9999 | `default_tuned` CSV | bundle | OK |
+| 10 | README.md:17 | no output moves while every group is `cw`; every group today | claim 5 | bundles | OK |
+| 11 | README.md:17 | calibrated in 46 groups | `habitat_thresholds_302/stamp.txt` | calibration | OK |
+| 12 | README.md:17 | each scored by a pre-fixed rule; values are what it walked to | `verdict.csv` `walked_value_of_record`; KO `candidates.csv` | BT/GR/RB vs KO | **minor (KO)** |
+| 13 | README.md:17 | KO could not be scored | `power_windows.txt` KO non-calibration 0 | covered WSGs | OK |
+| 14 | README.md:17 | at least a third less BT, four-fifths less GR rearing | claim 6 | held-out rearing | OK |
+| 15 | README.md:17 | size and effort not separated | design (no size-split core) | — | OK |
+| 16 | config.yaml:6-8 | BT 0.1349 scored and held | #284 record | — | OK |
+| 17 | config.yaml:9-10 | BT/GR/RB spawn+rear, KO spawn; maxima open | CSV | bundle | OK |
+| 18 | config.yaml:11-12 | keeps stream habitat, less than `cw` | `habitat_change.csv` spawning_km RB +12 % | held-out, spawn+rear | **mismatch** |
+| 19 | config.yaml:12 | no output moves under `cw` | claim 5 | bundles | OK |
+| 20 | habitat_thresholds.md:3 | BT/GR/RB scored; loosening refused past P10 except RB spawn; KO unscored | `verdict.csv` | held-out | OK |
+| 21 | habitat_thresholds.md:21 | one gradient or width value moves | CSV diff | bundle | OK |
+| 22 | habitat_thresholds.md:452-454 | before #302 none in any bundle; still none in `default`, `bcfishpass` | CSVs | bundles | OK |
+| 23 | habitat_thresholds.md:466-472 | Verdict table: 7 values + "How" | `verdict.csv` walked_value_of_record, decision_of_record; KO `candidates.csv` | held-out | OK |
+| 24 | habitat_thresholds.md:474 | every `*_mad_max` 9999 | CSV | bundle | OK |
+| 25 | habitat_thresholds.md:475-476 | at least −33 % BT, −82 % GR, −4 % RB | claim 6 | held-out rearing | OK |
+| 26 | habitat_thresholds.md:476-477 | size and effort not separated | design | — | OK |
+| 27 | habitat_thresholds.md:539-540 | site evidence set beside candidates and landed values | bullets below | — | OK |
+| 28 | habitat_thresholds.md:547-548 | neither BT source is MAD; both consistent with 0.027 and 0.078 | literature.md l.77-81 | literature | OK (but see 29) |
+| 29 | habitat_thresholds.md:548-549 | landed well above Isaak's floor, so drops streams juvenile BT use | literature.md l.81, l.149-150 (MAD equivalent unknown) | cross-metric | **inference as fact; contradicts 28** |
+| 30 | habitat_thresholds.md:555-556 | 0.96 above the House site; literature argues lower | literature.md l.86, l.158 | one constructed channel | OK (robust: MAD ≤ freshet) |
+| 31 | habitat_thresholds.md:556 | candidate 0.095 below it | site MAD unknown | literature | **minor** |
+| 32 | habitat_thresholds.md:566-567 | RB consistent with 0.0094, 0.011 and landed 0.019 | literature.md synthesis l.182-188 ("range of ST 0.02") | literature | OK |
+| 33 | habitat_thresholds.md:623-625 | held-out outside the 55 `fresh_default` WSGs; 46 with discharge were calibration | DB: no held-out WSG in `fresh_default.streams` (55 WSGs); stamp.txt 46 | WSG sets | OK |
+| 34 | habitat_thresholds.md:648 | build ran clean at `c2fed37` in 145 min, invariants asserted | `stamp_build.txt`; build log "145.3 min"; log l.46 "50 or more warnings" | build | OK / **note** |
+| 35 | habitat_thresholds.md:649 | 20-WSG closure, LHAF pre-flighted, 18 variants | `closure.txt` (20), preflight log, `variants_302.csv` (18 + default) | build | OK |
+| 36 | habitat_thresholds.md:650 | score under `--floor=expected` | `verdict.csv` floor_of_record all "expected" | score | OK |
+| 37 | habitat_thresholds.md:654-662 | Results table: 7 rows × band km, found, expected, ratio, elevation-adjusted, decision | `verdict.csv` band_km, n_band, n_expected, density_ratio, decision_of_record; `elevation_adjusted.csv` threshold classes | held-out | OK |
+| 38 | habitat_thresholds.md:664-667 | floors agree except RB spawn P10→P05 (10.1 expected, 8 found); both land 0.011 | `verdict.csv` decision vs decision_expected_floor, walked_value* | held-out | OK |
+| 39 | habitat_thresholds.md:669-671 | anchor `removed` used at 0.36, 0.48, 0.50, 1.06 | `bands_pooled.csv` p10 removed/any | held-out, whole anchor band | OK |
+| 40 | habitat_thresholds.md:675-676 | restored is most by length: BT 3,062/4,505, GR 3,099/3,893, RB 569/864 | bands_pooled removed − elevation_adjusted removed class | held-out, **rear ladders only** | OK numbers; **label** (in finding 1) |
+| 41 | habitat_thresholds.md:676-677 | restored use 0.08, 0.06, 0.36, 0.47, 0.42 | (240−205)/3,061.5 ÷ 0.1459 etc. | held-out, restored part | OK |
+| 42 | habitat_thresholds.md:678-679 | residual 1,444 / 794 / 296 km used at or above core | `elevation_adjusted.csv` removed class: BT 0.97 / 0.86 | held-out residual | **mismatch (BT)** |
+| 43 | habitat_thresholds.md:681-683 | split = bands_pooled removed − elevation_adjusted removed; first differing step labels | `habitat_variants_score.R` l.696-711 | method | OK |
+| 44 | habitat_thresholds.md:683-684 | composition not written to any file | no such file in either log dir | — | OK |
+| 45 | habitat_thresholds.md:684-685 | NULL-MAD mostly inside waterbodies; below P02 for BT and RB | query above (455/500, 440/464, 138/178 in wb) | held-out residual | OK |
+| 46 | habitat_thresholds.md:685-686 | ≥ P02 still dropped: GR 268 km (implied GR only) | query: BT rear 146 km, GR 267 | held-out residual | **mismatch (BT omitted)** |
+| 47 | habitat_thresholds.md:690-694 | rearing table, 12 cells + % | `habitat_change.csv` held-out sums | held-out rearing | OK |
+| 48 | habitat_thresholds.md:696 | rearing rungs held spawning at P05 (0.027, 0.095) | `variants_302.csv` set | variants | OK |
+| 49 | habitat_thresholds.md:697 | landed spawning tighter; BT/GR rearing clusters on spawning | CSV; Method l.523 `cluster_rearing = TRUE` | — | OK |
+| 50 | habitat_thresholds.md:698-699 | P10 row a lower bound on loss at the landed pair (inference, "So") | monotone in spawning; never built | held-out | OK (stated as inference) |
+| 51 | habitat_thresholds.md:699-700 | spawn P10 rungs: BT 10,712→10,215, GR 2,348→1,558 | `habitat_change.csv` `*_spawn_mad_p10` rearing_km | held-out | OK |
+| 52 | habitat_thresholds.md:700 | RB P10 row is the landed pair | `variants_302.csv` rb_rear_mad_p10 set spawn 0.011 | variants | OK |
+| 53 | habitat_thresholds.md:703-705 | stay at P10; bands at 0.12–0.46 of core ("larger water"); RB spawn 0.80 moves | `verdict.csv`; core query: BT 90 %, GR 100 %, RB 96 % of core km at MAD ≥ P10 | held-out | OK |
+| 54 | habitat_thresholds.md:706-710 | GR adjusted 0.57/0.54 ≥ 0.5 → would take; BT and RB rear 0.12–0.16; RB spawn 0.80→0.93 | `elevation_adjusted.csv`; expected 99.8 / 96.0 ≥ 10 | held-out | OK |
+| 55 | habitat_thresholds.md:711-716 | size/effort (marked inference); Biases notes surveys avoid big rivers | l.254 | — | OK |
+| 56 | habitat_thresholds.md:717-721 | a third / four-fifths at P10; −18 / −50 at P05; vanish at P02; nothing switches | `habitat_change.csv` (P02 with spawn at P05) | held-out rearing | OK |
+| 57 | habitat_thresholds.md:722-726 | KO 0.37–0.40, ≤ 0.283 > 0.105, 31 locations one WSG; clustering 3.2 and 1.1 km vs 2,037 / 2,523 | literature.md l.91-92; Candidates table; `bands_pooled.csv` p05/p02 removed | literature; held-out | OK |
+| 58 | research/README.md:31 | row scope (CH/BT gradient+width; MAD for BT/GR/KO/RB) | section headings | — | OK |
+
+58 claims checked (tables counted once each, every cell verified). Nothing else in the
+changed prose states a number, a range, a comparison or a cause outside that set: the
+remaining changed lines are file and issue references, the test file (verified to match the
+CSV diff in rounds 1–2) and the R reformatting in `query_habitat_thresholds_mad.R`
+(behaviour-preserving: same subsets, braces only).
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/review-plan.md b/planning/archive/2026-10-issue-302-mad-thresholds/review-plan.md
new file mode 100644
index 00000000..08816069
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/review-plan.md
@@ -0,0 +1,39 @@
+# Plan review — #302 (Plan agent, 2026-10-02)
+
+Read-only agent; findings returned in reply and written here by the parent.
+
+## Blockers
+1. **Score reads `*_min` step direction backwards** (`habitat_variants_score.R`, `value > value_from` = added). A loosening `mad_min` rung would read `removed`, trip the 1 % against-direction stop, or read `keep (n < 10)`. Latent for #284's width minima too. → fixed (direction inverted for `_min$` columns).
+2. **BT/GR rear rungs need a spawn range** (`cluster_rearing = TRUE`, `.frs_cluster_both`); staged spawn evidence is thin across all covered groups (DV 48 spawn-staged, GR 14, KO 461, RB 645). Decide what fills an insufficient spawn cell before rear ladders are built.
+3. **KO is unscorable held-out**: KO present only in CARP, KOTL, NATR, PARS — all calibration groups.
+
+## Gaps
+1. **A rear range also gates lake/wetland rearing** under `mad` (`fresh/R/frs_habitat_predicates.R` `build_wb_pred`: polygon membership alone while `size_rear` is NULL; `size AND membership` once it exists — confirmed, and the same is true under cw). Measure it; report `rearing_any` and lake/wetland km; correct RUNBOOK §7 ("inherit nothing under either model" is true of the main predicate only).
+2. River polygons test `mad` under `mad` (rule-level `channel_width` dropped) — include them (done).
+3. `working_of()` ignores `--prefix`: a `score302_` base rebuild overwrites `working_score_*` behind `score284_`. Run any #284 regression with a scratch `--prefix`/`--out`.
+4. FISS script hard-codes `habitat_thresholds_284/` and CH/BT name patterns.
+5. Score cell checks must count `set` cells (done: `n_set`). `default_tuned` carries BT `rear_gradient_max` 0.1349 while variants copy `default` (0.1049): carry it in `set` for BT rear rungs or the rungs are scored under a cap the landed bundle does not use.
+
+## Ordering
+1. Spawn values for BT/GR fixed (or a declared placeholder) before their rear ladders.
+2. Decide which n-floor decides (`decision` vs `decision_expected_floor`) before any run; a loosening-only walk is where the found-count floor cannot refuse. Decide what lands when the first loosening rung is underpowered.
+3. Amend the issue text: the harness is built here, #300 reuses it.
+4. Ladder shape forbids branching below the base: anchor tightest, walk looser.
+
+## Assumptions
+1. Measuring on calibration groups (not #300's held-out) departs from the issue's wording — say so.
+2. Open `mad_max` departs from the bundle's rearing caps (CH 100, CO 40, ST 60, WCT 40) — report P95/P99.
+3. RB evidence may include steelhead juveniles where ST is present.
+4. RB rear-staged (~11k) is large enough to be primary for rearing.
+
+## Scope / acceptance
+- Landed values change no output (all bundles `cw`); acceptance must name verdict columns and `rearing_any` / lake / wetland km.
+- Records: research title, `default_tuned/README.md`, `config.yaml` description + provenance, NEWS, RUNBOOK §7 correction.
+- Tests: `test-lnk_config.R:331-356` hard-codes the one #284 diff row; `:358-377` provenance verification needs the new checksum. `shape_checksum` unchanged.
+
+## No-ops / impossible in the plan as written
+- "Prove default obs invocation reproduces #284" — moot (sibling script used).
+- `mad_max` 9999 is cosmetic (fresh fills NA with Inf when `mad_min` is set); `set` still needed for spawn coupling.
+- `schema_core` = cw base + rungs is already `ladder_of()`'s behaviour.
+- "Assert classified on mad via validator `model`" is circular (same CSV); use a behavioural check.
+- The no-range `mad` schema is never built (only the base may have an empty `column`).
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/review-round1.md b/planning/archive/2026-10-issue-302-mad-thresholds/review-round1.md
new file mode 100644
index 00000000..b0d2d2fd
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/review-round1.md
@@ -0,0 +1,77 @@
+# Review round 1: data-raw/query_habitat_thresholds_mad.R (#302)
+
+Reviewer: code-check subagent, 2026-10-02. Read the diff and the full script. Checked it
+against R/lnk_habitat_validate.R, fresh v0.36.2 `frs_habitat_predicates()` and
+`.frs_rule_to_sql()`, and the default bundle's rules.yaml, thresholds and presence. Ran a
+copy of the script into the scratchpad (`--wsgs=ADMS,PARS`) and probed the local DB
+read-only. No repo file was modified.
+
+## Findings
+
+- **[severity: bug]** data-raw/query_habitat_thresholds_mad.R:25-28, 124-128, 144, 206-208.
+  The rear population leaves out segments the rear rule does test on `mad`.
+  - The header defines the size-tested set as "a stream line (edge
+    1000/1100/2000/2300 outside a waterbody)". That is the **spawn** stream rule, which
+    carries `in_waterbody: false`.
+  - The BT, GR and RB **rear** stream rule in rules.yaml has no `in_waterbody` key.
+    `.frs_rule_to_sql()` therefore emits no `waterbody_key IS NULL` clause for it. Under
+    `mad` it tests `s.mad_m3s` on edge 1000/1100/2000/2300 segments inside wetlands and
+    lakes too.
+  - The script sends every such segment to `other_waterbody`, on the use side
+    (`!is.na(waterbody_key)` precedes the edge test in `case_when`) and on the
+    availability side (`s.waterbody_key IS NULL`). Both sides drop them from
+    `tested`, the quantiles, the candidates and `selection.csv`.
+  - In ADMS + PARS that is 2,003 `W` / edge-1000 segments, 237 km of network.
+  - Measured effect on this run:
+    - One accessible GR location sits on edge 1000 in a 335 ha wetland, at
+      mad 2.27. GR has no `W` rear rule, so `mad` alone decides that segment.
+    - Including it moves the GR `rear_mad_min` primary P05 from 2.561 to 2.478.
+    - `rule_value` therefore moves from **2.5 to 2.4**.
+  - A segment that a non-inheriting `W` or `L` rear rule already admits is not decided by
+    `mad`, so it should stay out:
+    - BT and RB: edge 1000/1100 in a wetland of at least 1 ha, or a lake of at least
+      10 ha.
+    - GR: edge 1000/1100 in a lake of at least 40 ha.
+    - This run's one RB `W`/1000 location sits in a 2.7 ha wetland, so excluding it is
+      correct. GR's is not covered by any such rule.
+  - Fix:
+    - For `rear` (the `any` and `rear` sets), count the stream-edge segments inside
+      waterbodies that no non-inheriting `W`/`L` rule admits.
+    - Make the same change in the availability SQL, so use and availability stay one
+      population.
+    - Fix the header's set definition per stage.
+  - The sibling `query_habitat_thresholds_obs.R` uses the same definition, so the
+    omission is inherited. There it only labels misses; here it moves a threshold
+    value.
+
+## Checked and fine
+
+- **River polygons:** under `mad`, fresh's `model_rules()` drops the R rule's
+  `channel_width`, so the rule inherits the MAD range. Including `river_poly` is correct.
+- **`inherits_size()`:**
+  - Returns TRUE for BT, GR and RB spawn and rear, and for KO spawn.
+  - Returns FALSE for KO rear, whose only rear rule is lake-only.
+  - No `$` partial-match trap, because no longer sibling keys exist.
+- **Join fan-out:** `fwa_waterbodies.waterbody_key` is unique (538,743 rows and distinct
+  keys), and so is `fwa_stream_networks_discharge.linear_feature_id` (2,716,652 / 2,716,652).
+  The availability LEFT JOINs cannot fan out, and `wsg_regions.csv` is unique per WSG.
+- **Access:** the use side and availability use the same definition (`access_<sp> IN
+  (1, 2)` on the full key), the same WSGs, and the same presence parse: the
+  presence columns are character `"t"`/`""`, matching `.lnk_wsg_species_present()`.
+- **Method override:** reaches the validator through
+  `cfg$files$parameters_habitat_method$path`, and the `model == "mad"` guard holds.
+- **Floor and decision rule:**
+  - `floor_signif2()` matches the header, `n` counts non-NULL discharge only, and the
+    n ≥ 30 floor reads that `n`.
+  - The stage sets match the header (spawn, then any, with rear-staged as comparison).
+- **Discharge values:** none are negative (min 0, 559 zeros), so the `NULL` bin holds only
+  missing discharge.
+
+## Note, not a defect
+
+- `access_rb` is 0 on every PARS segment (97k segments).
+  - So 280 of RB's 351 locations drop out of the RB evidence set, and RB's
+    `rear_mad_min` rests on 42 ADMS locations.
+  - The use and availability sides agree, and `coverage.csv` shows the drop. It is a
+    property of the access model, not of this script, but it shapes what the RB number
+    means.
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/review-round2.md b/planning/archive/2026-10-issue-302-mad-thresholds/review-round2.md
new file mode 100644
index 00000000..3bf37e29
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/review-round2.md
@@ -0,0 +1,98 @@
+# Review round 2: data-raw/query_habitat_thresholds_mad.R (#302)
+
+Reviewer: code-check subagent, 2026-10-02. I read the full script and the round-1 fix
+(`wb_rules()`, `seg_class_sql()`, `seg_class_r()`, `area_sql`). I checked them against
+installed fresh 0.36.2: `.frs_rule_to_sql()` and `.frs_waterbody_tables()` in R/utils.R,
+`frs_habitat_predicates()`, and the INSERT in `frs_habitat_classify()`. I also checked
+default `rules.yaml` and `R/lnk_habitat_validate.R`, where the observations' `waterbody_type`
+comes from `fwa_waterbodies` on `waterbody_key`, the same source as the SQL side.
+
+I ran a copy of the script over all 46 calibration WSGs (7 min, rc 0) into the scratchpad
+and probed the local DB read-only. No repo file was modified apart from this one.
+
+## Findings
+
+- **[severity: bug]** data-raw/query_habitat_thresholds_mad.R:32-35, 138, 149-152, 166-167.
+  The wetland rear rule's area floor is applied here, but fresh never applies it in the
+  `rear` predicate.
+  - **What fresh does.** `.frs_rule_to_sql()` reads only `lake_ha_min`. For a
+    `waterbody_type: W` rule it ignores `wetland_ha_min` and emits no area clause. Rendered
+    from installed fresh, the BT/RB W rule is:
+    `(s.edge_type IN (1000, 1100) AND s.waterbody_key IN (SELECT waterbody_key FROM whse_basemapping.fwa_wetlands_poly))`
+  - **Where the floor does apply.** `wetland_ha_min` is honoured only by `build_wb_pred()`,
+    which feeds the separate `wetland_rearing` column. `rearing` is `rear_cond` alone
+    (`frs_habitat_classify.R`, INSERT).
+  - **Effect.** Under `mad`, every edge-1000/1100 segment in *any* wetland is admitted to
+    BT and RB rearing by the W rule, without a discharge test. The script admits it only at
+    `area_ha >= 1`. So 1000/1100 edges in wetlands under 1 ha are classed
+    `stream_in_waterbody`, which counts as tested, on both the use and the availability side.
+    - Wetland polygons under 1 ha: 159,876 of 375,178 province-wide.
+    - In `fresh_default`: 2,270 such stream segments (108 km), of which 1,566 segments
+      (76 km) are BT-accessible.
+  - **Measured on the full 46-WSG run.**
+    - One BT location is affected. BT `rear_mad_min` primary P05 moves from 0.027356 to
+      0.027343, and `rule_value` stays 0.027. RB has none, and no candidate changes today.
+    - `selection.csv` availability for BT `any`/`rear` still carries those ~76 km
+      (minus non-calibration WSGs) as tested.
+    - So: wrong classification, immaterial at this data state, silently material if
+      observations move.
+  - **The header claim (l.33-34, "edge and area per rules.yaml") is true of rules.yaml and
+    false of fresh.** The task is to agree with what fresh tests, so either:
+    - drop the area test for W rules in both `seg_class_sql` and `seg_class_r` and say so in
+      the header (matches today's classify), or
+    - treat fresh as the defect and keep the floor. In that case file it in fresh: a
+      validated rules key, `frs_params.R:242-256`, is dropped by the main-predicate compiler.
+      Then note in the header that the script models the intended rule, not the current one.
+
+    A decision for the operator. Either way, the two sides must stop disagreeing silently.
+
+- **[severity: fragile]** data-raw/query_habitat_thresholds_mad.R:150, 166, 178-182.
+  The lake rule's polygon set differs from fresh's.
+  - In fresh, `.frs_waterbody_tables("L")` is `fwa_lakes_poly` **plus**
+    `fwa_manmade_waterbodies_poly`. fresh admits a reservoir key (fwa_waterbodies type `X`,
+    368 keys; 1,812 manmade polygons) when any of its polygons meets `lake_ha_min`.
+  - The script requires `waterbody_type = 'L'` and takes area only from lakes ∪ wetlands.
+    So a 1000/1100 edge in a qualifying reservoir would be classed `stream_in_waterbody`
+    (tested) when fresh admits it without a discharge test.
+  - **Measured.** `fresh_default` has 0 stream-edge (1000/1100) segments inside type-`X`
+    waterbodies, and 1 inside an `L`. So there is no effect today. Fixing it means
+    `wb.waterbody_type IN ('L','X')` for L rules and adding the manmade table to `area_sql`.
+    That is the same divergence class as the finding above.
+
+## Checked and fine
+
+- **SQL CASE vs R `case_when`.** They agree on every input the data can produce.
+  - `edge_type` is never NULL in `fresh_default.streams` (0 of 1,764,956). So the one
+    asymmetry, SQL `NOT IN` with NULL falling through while R `!NA %in%` gives `other`, is
+    unreachable. An observation with no segment gets `other` and `access` NA, so it is
+    excluded either way.
+  - A key missing from `fwa_waterbodies` gives NULL/NA type on both sides, then
+    `stream_in_waterbody` on both.
+  - NULL area fails the admission on both sides (`>=` NULL in SQL, `!is.na()` in R).
+  - `edges` NA (KO's L rule) drops the edge test on both sides.
+- **Multiple polygons per key.** fresh's `key IN (SELECT ... WHERE area_ha >= x)` is
+  equivalent to the script's `max(area_ha) >= x`. No key sits in both lakes and wetlands
+  (INTERSECT 0), nor in both lakes and manmade, so the lakes ∪ wetlands max never mixes
+  types.
+- **River polygons.**
+  - `wb.waterbody_type = 'R'` coincides exactly with membership in `fwa_rivers_poly` for
+    every keyed segment: 87,915 both, 0 in only one.
+  - Segments in R polygons are only edges 1250/1350/1450, so no 1050/1150
+    thresholds-false rule overlaps `river_poly`.
+  - Every species has a spawn R rule, so `river_poly` is spawn-tested for all four.
+- **Spawn and rear tested sets** match the predicates:
+  - Spawn is the stream rule (`in_waterbody: false`) plus the R rule.
+  - Rear is the stream rule with no `in_waterbody`, plus the R rule, OR'd with W/L rules
+    that do not inherit size (`inherit_thresholds` is forced FALSE for L/W). 1050/1150 edges
+    are correctly `other`.
+- **Decision rule vs header.** It matches:
+  - `any` uses rear-tested classes, and the primary rear evidence is `any`, with rear-staged
+    as comparison.
+  - `n` is non-NULL discharge in the `tested` subset, and `n >= 30` reads it.
+  - `floor_signif2` floors to two significant figures.
+  - `inherits_size()` returns FALSE for KO rear only.
+  - `coverage.csv` is computed from the same `stage_sets` as the quantiles.
+- **Note, not a defect.** KO's spawn evidence includes locations that `requires_connected:
+  rearing` (3 km to a 200 ha lake) would reject whatever their discharge. The P05 is
+  therefore over a wider population than the one the threshold ever gates. This is a
+  population choice for the operator, not a classification error.
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/review-round3.md b/planning/archive/2026-10-issue-302-mad-thresholds/review-round3.md
new file mode 100644
index 00000000..8fed11c9
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/review-round3.md
@@ -0,0 +1,107 @@
+# Review round 3: data-raw/query_habitat_thresholds_mad.R (#302)
+
+Reviewed: the staged file (385 lines) against fresh v0.36.2-1-gc341a59 (`R/utils.R`
+`.frs_rule_to_sql`, `.frs_waterbody_tables`; `R/frs_habitat_predicates.R` `model_rules`,
+`area_only` filter, `build_wb_pred`; `R/frs_params.R` `.frs_build_ranges`) and link's
+`R/lnk_habitat_validate.R` (attachment, `access`, stage dedup, discharge join).
+
+## Verdict
+
+**Clean: no defect that changes a number today.** The round-2 fix holds. Three latent
+instances of the mechanism remain (below). None fires on the default rules or the
+current DB.
+
+## The mechanism
+
+The script decides from its own reading of rules.yaml and params which segments
+fresh's mad predicate tests, when fresh's compiled predicate could answer that
+directly. Round 2 moved the waterbody admission onto fresh's SQL. The CASE around it
+(river first, stream edge set, `waterbody_key IS NULL`) and `inherits_size()` are
+still hand-written.
+
+## How it was checked (by measurement, not by reading)
+
+For each species I built fresh's own predicates with
+`frs_habitat_predicates(spp, model = "mad")`, with a size range set so that inheritance
+happens. I then compiled each predicate twice: once with `s.mad_m3s` replaced by `1.0`
+(open) and once by `-1.0` (closed). In both copies `s.gradient` was replaced by `0`.
+"fresh tests size here" = `open AND NOT closed`. I cross-tabbed that against the
+script's `seg_class_sql()` over every segment in `fresh_default.streams`: 1.88M
+segments, all WSGs, BT and GR, spawn and rear. ADMS+PARS was also run for all four
+species. Script: `scratchpad/r3/cmp.R`.
+
+Result: **the two agree on every segment.**
+
+- `river_poly` and `stream` are always TRUE for spawn and rear.
+- `stream_in_waterbody` is TRUE for rear and FALSE for spawn.
+- `waterbody_rule` and `other` are never tested. They are FALSE, or NULL in the closed
+  predicate, which fresh's `CASE WHEN` treats as FALSE.
+- KO rear has no inheriting rule.
+
+I also did a pre-flight run on ADMS and PARS (a frozen copy, output in the scratchpad).
+It finished, and `obs_mad.csv` has no duplicated location (868 rows, 0 duplicates).
+
+## Each place the mechanism reaches
+
+| Place | fresh / validator does | Script | Verdict |
+|---|---|---|---|
+| Stream edge set 1000/1100/2000/2300 | `edge_types_explicit` on the stream rules, the same for all four species | hard-coded `edges_stream` | agrees (measured) |
+| Spawn `in_waterbody: false` | `s.waterbody_key IS NULL` | `WHEN s.waterbody_key IS NULL THEN 'stream'`; spawn excludes `stream_in_waterbody` | agrees (measured) |
+| River polygons | `s.waterbody_key IN (SELECT waterbody_key FROM fwa_rivers_poly)`, no edge filter | `fwa_waterbodies.waterbody_type = 'R'`, checked first | agrees today, see F3 |
+| River rule under `mad` | `model_rules()` drops rule-level `channel_width`; inherits gradient + mad | treated as tested for spawn and rear | agrees (compiled predicate shows `mad_m3s BETWEEN` on the R arm) |
+| Waterbody (L/W) admission | `.frs_rule_to_sql` of L/W rear rules, **after** the `area_only` filter and `model_rules()` | `.frs_rule_to_sql` of L/W rules, no `area_only` filter, no `model_rules()` | agrees today, see F1 |
+| 1050/1150 carve-out (`thresholds: false`) | admitted with no size test | `other` | agrees |
+| `inherits_size()` | fresh inherits on any rule without `thresholds: false`, with no L/W type and no rule-level `mad:` (R rules included) | needs a non-waterbody rule with 1000 or 1100 in `edge_types_explicit` | agrees for BT, GR, KO and RB, see F2 |
+| `access IN (1,2)` | validator `access_<sp> IN (1, 2)` (the `lnk_rollup_wsg` definition) | `access %in% c(1L, 2L)` on use; `a.access_<sp> IN (1, 2)` on availability | agrees |
+| Stage flags | validator `.lnk_hv_dedup`: source flag first, then bcfishobs wording, OR-ed per location | `is_spawn %in% TRUE`, `is_rear %in% TRUE` | agrees |
+| `mad_m3s` | fresh `frs_col_join(fwa_stream_networks_discharge, by = linear_feature_id)` on the working streams; validator joins the same table on the same key | use from the validator; availability joins the same table on the same key | agrees (`linear_feature_id` unique: 2,716,652 / 2,716,652) |
+| Presence | validator `.lnk_wsg_species_present`: `identical(x, "t")` | `%in% "t"` | agrees |
+| `fwa_waterbodies` join fan-out | n/a | LEFT JOIN on `waterbody_key` | safe: 538,743 rows, 538,743 distinct keys |
+
+New additions:
+- **`any_spawn` fallback.** It is used consistently in `stage_sets`, `coverage`,
+  `quant` and `selection` (spawn classes on availability), and in `cands`. When
+  spawn-staged n < 30, the primary row gets `decides = FALSE` and the fallback row
+  gets `decides = TRUE`. That matches the header and the operator decision.
+  Pre-flight: BT spawn-staged n = 1, so the fallback (n = 315) gives 0.046.
+- **`floor_signif2`.** Fuzzed on 200k log-uniform values from 1e-5 to 1e4, plus
+  binary-noise cases (`0.3 * 0.08`, 0.57, 0.58, 1.15). The result never exceeds `x`,
+  is always two significant figures, and never drops more than one step.
+  `round(x / e, 9)` can lift a value that sits within about 5e-10 relative below a
+  two-figure boundary. That has no practical effect.
+
+## Findings (latent; nothing changes a number today)
+
+- **[fragile]** `data-raw/query_habitat_thresholds_mad.R:144`
+  - **What is wrong:** `wb_admit_sql()` does not drop `area_only: true` rules. fresh
+    does: `frs_habitat_predicates()` filters them out of the main `rear` predicate.
+  - **When it would bite:** a bundle that flags an L or W rule `area_only`. Stream
+    edges in those polygons would then be size-tested by the stream rule, but the
+    script would label them `waterbody_rule` and drop them from the rear evidence and
+    availability.
+  - **Today:** no `area_only` in default's rules.
+  - The same function also skips fresh's `model_rules()`. That only matters if an
+    L/W rule carries `channel_width:`, and none does.
+- **[fragile]** `data-raw/query_habitat_thresholds_mad.R:318-324`
+  - **What is wrong:** `inherits_size()` re-derives inheritance. It ignores a species
+    whose only inheriting rule is `waterbody_type: R` (under `mad` that rule inherits).
+    It also counts a rule with an explicit `mad:` as inheriting, when that rule
+    overrides the CSV range.
+  - **Today:** correct for BT, GR, KO and RB. It could misfire on `--species=` input
+    with other rules.
+- **[fragile]** `data-raw/query_habitat_thresholds_mad.R:153`
+  - **What is wrong:** `river_poly` is decided from `fwa_waterbodies.waterbody_type = 'R'`.
+    fresh decides it from `fwa_rivers_poly`, and the two tables differ: 17,282 of
+    37,001 distinct `fwa_rivers_poly` keys are **absent** from `fwa_waterbodies`.
+  - **Today:** no persisted segment carries one of those keys. All 143,915 `fresh_default`
+    segments on river-polygon keys resolve to type R. So this is a DB-state
+    coincidence, not a guarantee.
+  - **When it would bite:** a segment on one of the absent keys. It would fall to
+    `other` (edges 1250/1350/1450) or to `stream_in_waterbody`, so the spawn and rear
+    evidence would lose locations that fresh tests.
+
+**One fix retires all three.** Derive "tested" from fresh's compiled predicate, the way
+this review measured it: `frs_habitat_predicates(spp, "mad")[[stage]]` compiled with
+`s.mad_m3s` replaced by an always-pass value and then a never-pass value (gradient
+neutralised), and tested = `open AND NOT closed`. Use it in place of the hand-written
+CASE and `inherits_size()`. Optional, since nothing is wrong today.
diff --git a/planning/archive/2026-10-issue-302-mad-thresholds/task_plan.md b/planning/archive/2026-10-issue-302-mad-thresholds/task_plan.md
new file mode 100644
index 00000000..a506aa8b
--- /dev/null
+++ b/planning/archive/2026-10-issue-302-mad-thresholds/task_plan.md
@@ -0,0 +1,106 @@
+# Task: Tune MAD (discharge) thresholds for BT, GR, KO and RB rather than leave them missing (#302)
+
+
+`parameters_habitat_thresholds.csv` carries `spawn_mad_*` for CH, CM, CO, PK, SK, ST and
+WCT, and `rear_mad_*` for CH, CO, ST and WCT only (`default`, `default_tuned` and
+`bcfishpass` alike). The gap was inherited from bcfishpass `example_newgraph`. Under
+the `mad` model, fresh writes `FALSE` in place of the size test for a species with no
+range, as bcfishpass does. Since #299, `lnk_habitat_validate()` names a miss the missing
+range alone explains `no_mad_threshold`. Misses from the same cause also read
+`width_null` (no discharge on the line) or `fails_gradient_and_width` (gradient fails
+too), so that label is a floor on the loss, not a count of it. On ADMS on `mad`, 27 BT
+locations read it against spawning and 8 more read `fails_gradient_and_width`
+(`data-raw/logs/habitat_validate_299/`). The operator's direction (2026-10-02,
+#299 plan gate): tune and add the thresholds, rather than leave them missing in the long
+run.
+
+## Context
+
+Under the `mad` model fresh writes FALSE for the size test of a species with no
+`*_mad_*` range, so any group moved to `mad` loses all stream habitat for BT, GR, KO
+and RB. Operator direction (#299 plan gate): tune and add the ranges. Decisions at
+this gate: **the mad scoring harness is built here** (#300 then reuses it for its own
+cw-vs-mad verdict), and **mad_min = P05 of mad_m3s at stage-located observations,
+mad_max open (9999)** unless literature argues a cap.
+
+What exploration established:
+- Ranges needed (from `default/rules.yaml`, stream rules that inherit thresholds):
+  BT spawn + rear, GR spawn + rear, KO spawn only (KO rearing is lake-only),
+  RB spawn + rear. Seven `*_mad_min` cells, seven `*_mad_max` = 9999.
+- `mad_m3s` is never persisted, but `fresh_default.streams` carries
+  `linear_feature_id`, so the obs query can join
+  `whse_basemapping.fwa_stream_networks_discharge` directly.
+- Discharge coverage in local fwapg: 123 WSGs; **46 of `fresh_default`'s 55** are
+  covered (calibration pool). #284's held-out BULL, CLRH, ELKR, LILL, REVL, UARL are
+  covered and not in `fresh_default` — natural held-out candidates. Their surviving
+  `working_score_*` schemas lack `mad_m3s` (built pre-#286), so the base is rebuilt
+  into a new prefix rather than patched.
+- Every shipped bundle is all `cw`, so landing MAD values in `default_tuned` changes
+  **no output** until a group is moved to `mad`. Scoring therefore needs variant
+  bundles that put the focal groups on `mad`.
+- Band scoring with the no-range base in the ladder would make the core waterbody-only
+  habitat. The core is instead the cw base ∩ every ranged mad step
+  (`schema_core` already takes a list), i.e. habitat both models and every step keep.
+
+## Phase 1: Measure — mad_m3s at observations (calibration WSGs)
+- [x] ~~Generalise `query_habitat_thresholds_obs.R`~~ — replaced (CH/BT-specific
+      throughout) by a sibling driver `data-raw/query_habitat_thresholds_mad.R` that uses
+      `lnk_habitat_validate()` as the instrument with every calibration WSG on `mad`;
+      decision rule fixed in its header and committed before the first full run
+      (P05; any-stage fallback for thin spawn cells; n ≥ 30; floor to 2 s.f.; max 9999)
+- [x] ~~Prove the #284 obs outputs reproduce~~ — moot: the #284 script is untouched
+- [x] Run for `BT,GR,KO,RB` into `data-raw/logs/habitat_thresholds_302/` over the 46
+      discharge-covered `fresh_default` WSGs; coverage recorded (9–28 % of tested
+      locations on lines with no discharge)
+- [x] BC-native width ↔ MAD equivalence (`width_mad_equivalent.txt`)
+
+## Phase 2: FISS and literature
+- [x] `query_habitat_thresholds_fiss.R`: `--species`, `--out`, snapped segment `mad_m3s`
+      (defaults reproduce #284 on today's inputs); run for BT,GR,KO,RB into
+      `habitat_thresholds_302/` (aggregates only)
+- [x] Literature review (`planning/active/literature.md`; local Zotero full texts; two
+      key citations spot-checked against source text)
+- [x] `research/habitat_thresholds.md` "MAD (discharge)" section: verdicts, method, the
+      operator's Change 1 (thin-spawn fallback), literature, and the **scoring design
+      fixed before any run** (expected-count floor of record; core = the mad rungs)
+
+## Phase 3: Power check, then fix the scoring set
+- [x] `data-raw/logs/habitat_score_302/power_windows.{R,txt}`: counts per MAD window on
+      covered non-calibration WSGs before any build
+- [x] `wsg_roles_302.csv` (held-out BT 7, GR 3, RB 6; PARS/KOTL in-sample; HERR/LNTH left
+      out for their Fraser closures; 20-WSG closure); KO unscorable (no held-out WSG),
+      lands unscored
+
+## Phase 4: mad dimension in the variants harness
+- [x] `model` / `set` columns, method table per `mad` bundle, `method_sha256`, anchor
+      rungs, `_min` direction, `--floor`, `--working-prefix` (derived from `--prefix`),
+      core of a MAD ladder = its rungs, set restricted to `*_mad_*`, ladder consistency
+      checks; #284 re-score reproduces its committed outputs
+- [x] `variants_302.csv`: 6 ladders (BT/GR/RB × spawn/rear), anchor P10 → P05 → P02, the
+      other stage's range held fixed in `set`
+- [x] Pre-flight on one held-out WSG, then the full build into `score302_` (detached)
+
+## Phase 5: Score and land
+- [x] `habitat_variants_score.R` over the ladders → `data-raw/logs/habitat_score_302/`
+      (verdict.csv, both n-floor readings as in #284), plus capture/cost
+      (`share_*`, `*_km`) before/after from `lnk_habitat_validate()`.
+- [x] Land taken values in `default_tuned/parameters_habitat_thresholds.csv`; update its
+      provenance checksums and `config.yaml` description; `default` untouched.
+- [x] Results section in `research/habitat_thresholds.md`; RUNBOOK §7 note that
+      `default_tuned` now carries MAD ranges, and the lake/wetland bucket correction;
+      NEWS is written by the release commit (`/gh-pr-merge`), as for v0.55/0.56
+
+## Verification
+- `devtools::test()` (bundle/dictionary/provenance tests: `test-dictionaries.R`,
+  config hash/provenance tests) and `lintr::lint_package()`.
+- `lnk_config("default_tuned")` provenance verifies (no `config_drift`).
+- Harness: #284 invocation still builds/asserts identically on one WSG; mad variant on
+  the pre-flight WSG shows BT stream habitat > 0 where the no-range base had none.
+- The band verdicts are read from held-out WSGs only.
+
+## Validation
+
+- [x] Tests pass (2378 pass / 0 fail / 16 warnings, the existing baseline)
+- [x] `/code-check` on each code commit: driver 3 rounds, harness 3 rounds, landing 3 rounds; the last of each harness/landing ended by enumeration (83 sites, 58 claims)
+- [ ] PWF checkboxes match landed work
+- [ ] `/planning-archive` on completion
diff --git a/research/README.md b/research/README.md
index 128a7567..9b4e1e4c 100644
--- a/research/README.md
+++ b/research/README.md
@@ -28,7 +28,7 @@ renamed.
 
 | File | Covers |
 |---|---|
-| [`habitat_thresholds.md`](habitat_thresholds.md) | CH and BT gradient and channel-width thresholds: observation evidence, literature, and the `default_tuned` candidates |
+| [`habitat_thresholds.md`](habitat_thresholds.md) | CH and BT gradient and channel-width thresholds, and the MAD (discharge) ranges for BT, GR, KO and RB (#302): observation evidence, literature, scoring and the `default_tuned` values |
 | [`habitat_validation.md`](habitat_validation.md) | Scoring a run against fish observations (`lnk_habitat_validate()`): capture, cost, miss reasons, absences; `default` vs `bcfishpass` baseline |
 | [`species_pooling.md`](species_pooling.md) | Which observation species count as evidence for which model species, by region: the state of knowledge behind `species_pooling.csv` |
 
diff --git a/research/habitat_thresholds.md b/research/habitat_thresholds.md
index 72cf320c..feb2ccd2 100644
--- a/research/habitat_thresholds.md
+++ b/research/habitat_thresholds.md
@@ -1,6 +1,6 @@
-# Habitat thresholds — CH and BT gradient and channel width
+# Habitat thresholds — gradient, channel width and discharge
 
-**Verified:** 2026-09-29 · **Issues:** #284 (this), #290 (the pooling tracker), #283 (the validator, [`habitat_validation.md`](habitat_validation.md)), #282 (`default_tuned`); spawned knowledge#28 (habitat weights) · **Produced by:** `data-raw/query_habitat_thresholds_obs.R`, `data-raw/query_habitat_thresholds_fiss.R` → `data-raw/logs/habitat_thresholds_284/`; step 5 by `data-raw/habitat_variants_build.R` and `data-raw/habitat_variants_score.R` → `data-raw/logs/habitat_score_284/`; literature review archived with #284's PWF (`literature.md`) · **Status:** BT `rear_gradient_max` 0.1349 **scored and held**; every other row unscored
+**Verified:** 2026-09-29 (CH/BT gradient and width), 2026-10-02 (MAD) · **Issues:** #284 (gradient and width), #302 (MAD, [below](#mad-discharge-ranges-for-bt-gr-ko-and-rb-302)), #290 (the pooling tracker), #283 (the validator, [`habitat_validation.md`](habitat_validation.md)), #282 (`default_tuned`); spawned knowledge#28 (habitat weights) · **Produced by:** `data-raw/query_habitat_thresholds_obs.R`, `data-raw/query_habitat_thresholds_fiss.R` → `data-raw/logs/habitat_thresholds_284/`; step 5 by `data-raw/habitat_variants_build.R` and `data-raw/habitat_variants_score.R` → `data-raw/logs/habitat_score_284/`; literature reviews archived with #284's and #302's PWFs (`literature.md`); MAD by `data-raw/query_habitat_thresholds_mad.R` → `data-raw/logs/habitat_thresholds_302/` and the same scoring scripts → `data-raw/logs/habitat_score_302/` · **Status:** BT `rear_gradient_max` 0.1349 **scored and held**; MAD ranges for BT, GR and RB **scored** (the rule refused loosening past P10 except RB spawning; size confound open), KO unscored; every other row unscored
 
 ## Verdict
 
@@ -18,7 +18,8 @@
 | BT | `spawn_gradient_min` | 0 | **keep** | medium |
 | BT | `cluster_bridge_gradient` | 0.05 | **keep** | medium |
 
-One value moves: BT rearing gradient loosens. Every other threshold the observations
+One gradient or width value moves: BT rearing gradient loosens. (`default_tuned` also
+carries MAD ranges from #302, [below](#mad-discharge-ranges-for-bt-gr-ko-and-rb-302).) Every other threshold the observations
 argued against was vetoed by the literature. `spawn_gradient_min` and
 `cluster_bridge_gradient` live in `parameters_fresh.csv`; both are kept, so
 `default_tuned` still inherits that file from `default`.
@@ -444,3 +445,287 @@ length before any fish are counted. Both are in `verdict.csv` (`decision`,
 `decision_expected_floor`). They agree on every step that decides the value, so the
 choice did not need making here. It is open for the next tuning.
 
+
+## MAD (discharge) ranges for BT, GR, KO and RB (#302)
+
+Under the `mad` habitat model (#286), fresh tests a stream rule's size on mean annual
+discharge (`mad_m3s`) against `*_mad_min` / `*_mad_max`. Before #302, BT, GR, KO and RB
+carried no MAD range in any bundle (inherited from bcfishpass `example_newgraph`; still
+none in `default` and `bcfishpass`), so in a `mad` group
+fresh fails every inheriting stream rule and they keep only waterbody habitat. The
+operator's direction (#299 plan gate, 2026-10-02) was to tune and add the ranges.
+
+**Nothing changes in any output until a group is moved to `mad`.** Every shipped bundle
+is all `cw`, so the ranges land in `default_tuned` without moving a segment. The only
+before/after evidence is the scoring harness, which puts the held-out groups on `mad`.
+
+### Verdict
+
+| Species | Threshold | `default` | `default_tuned` | How |
+|---|---|---|---|---|
+| BT | `spawn_mad_min` | NA | **0.078** | scored: P10→P05 refused |
+| BT | `rear_mad_min` | NA | **0.078** | scored: P10→P05 refused |
+| GR | `spawn_mad_min` | NA | **0.96** | scored: P10→P05 refused |
+| GR | `rear_mad_min` | NA | **0.97** | scored: P10→P05 refused |
+| KO | `spawn_mad_min` | NA | **0.57** | candidate, unscored (no held-out WSG) |
+| RB | `spawn_mad_min` | NA | **0.011** | scored: P10→P05 taken, P05→P02 underpowered |
+| RB | `rear_mad_min` | NA | **0.019** | scored: P10→P05 refused |
+
+Every `*_mad_max` is 9999. Values are m³/s. They are inert until a group is moved to
+`mad`. **At these values a `mad` group keeps less stream rearing than `cw` does: on the
+held-out WSGs at least −33 % for BT and −82 % for GR, and −4 % for RB.** Stream size and
+sampling effort are not separated; see "Results".
+
+### Candidates (Phase 1, before scoring)
+
+| Species | Threshold | `default` | Rule value | Evidence | n | `cw` equivalent |
+|---|---|---|---|---|---|---|
+| BT | `spawn_mad_min` | NA | **0.027** | any stage, fallback (17 spawn-staged) | 2,592 | 2 m ≈ 0.041 |
+| BT | `rear_mad_min` | NA | **0.027** | any stage | 2,592 | 1.5 m ≈ 0.021 |
+| GR | `spawn_mad_min` | NA | **0.095** | any stage, fallback (7 spawn-staged) | 540 | 4 m ≈ 0.20 |
+| GR | `rear_mad_min` | NA | **0.095** | any stage | 542 | 1.5 m ≈ 0.021 |
+| KO | `spawn_mad_min` | NA | **0.57** | spawn-staged, one WSG | 31 | 2 m ≈ 0.041 |
+| RB | `spawn_mad_min` | NA | **0.011** | spawn-staged | 55 | 2 m ≈ 0.041 |
+| RB | `rear_mad_min` | NA | **0.0094** | any stage | 4,508 | 1.5 m ≈ 0.021 |
+
+Every `*_mad_max` is open (9999). Values are m³/s. The `cw` equivalent is the median
+`mad_m3s` on `fresh_default` stream segments whose modelled channel width sits within
+0.1 m of the species' current width minimum (`width_mad_equivalent.txt`). It says how the
+candidate compares with what `cw` admits today, and is not evidence.
+
+### Method
+
+- **Instrument.** `lnk_habitat_validate()` over the 46 WSGs persisted in `fresh_default`
+  that carry discharge, with every one of them put on `mad` by a method-table override.
+  Each observation location then carries its segment's `mad_m3s`, joined from
+  `fwa_stream_networks_discharge` on `linear_feature_id`, which is unique there. Pooling
+  (#290), exclusions, stage and access are the validator's own.
+- **Which locations.** Accessible ones (`access` 1 or 2) on a segment the stage's rule
+  tests on discharge under `mad`:
+  - spawning: a river polygon, or a stream edge outside any waterbody;
+  - rearing: a river polygon, or a stream edge anywhere, except one the species' own lake
+    or wetland rule admits (taken from fresh's compiled SQL, not from `rules.yaml`).
+
+  This classification was checked against fresh's compiled `mad` predicates on every
+  `fresh_default` segment, for BT and GR at both stages, and they agree on all of them.
+  `rearing` itself is never cut by a rear range inside lakes and wetlands. The range
+  gates only the `lake_rearing` / `wetland_rearing` bucket columns, as a width does under
+  `cw`.
+- **Rule, fixed and committed before the first full run (`a7f919e`):**
+  - spawn minimum = P05 of spawn-staged locations;
+  - rear minimum = P05 of locations at any stage (these are residents, or carry no
+    stage, as #284 read BT rearing). Rear-staged is reported beside it.
+  - Values are floored to two significant figures, and `*_mad_max` is open.
+  - Fewer than 30 locations leaves the cell NA.
+  - KO rearing is lake-only, so KO gets a spawning range only.
+- **Change 1 (operator, 2026-10-02, before the full run): thin spawning cells fall back
+  to any stage.** Spawn-staged evidence is thin: 17 BT (pooled DV) and 7 GR locations on
+  tested segments. BT and GR cluster rearing on spawning (`cluster_rearing = TRUE`), so an
+  empty spawning range would also empty their stream rearing under `mad`. Where
+  spawn-staged locations number fewer than 30, the spawning minimum is the any-stage P05
+  on spawn-tested segments, labelled `fallback: any stage`. It moved BT and GR spawning
+  from NA to 0.027 and 0.095. The spawn-staged P05s, for the record, are BT 0.019 and
+  GR 0.61.
+- **No cap.** Use runs into the largest rivers. GR's P95 is 114 m³/s and its P99 131;
+  BT's P99 is 80. Every bundle's existing rearing caps (CH 100, CO 40, ST 60, WCT 40) read
+  as axis limits of the curves they came from, not as biology (literature, below).
+- **Coverage.** 9–28 % of tested locations sit on a line with no discharge (BT 11 %,
+  GR 28 %, KO 15 %, RB 9 %, any stage). Under `mad` those lose stream habitat whatever
+  the range. That is a property of the discharge layer, not of the threshold.
+
+### Literature
+
+No source gives a fitted MAD minimum for these four species, and none supports a cap.
+Site evidence is set below beside the Phase 1 candidates and the values the scoring
+landed (full table: [`literature.md`](../planning/archive/2026-10-issue-302-mad-thresholds/literature.md), archived with #302's PWF):
+
+- **BT.**
+  - Hagen et al. 2015 (Table 2, p. 31) found redds at spawning-time flows down to
+    0.25–0.30 m³/s, in a survey that skipped streams under 2 m by design.
+  - Isaak et al. 2015 (p. 2542) trims juvenile habitat below 0.0057 m³/s mean summer flow
+    (about 1 m wetted).
+  - Neither is MAD, and Isaak's floor is a summer flow whose MAD equivalent is larger by
+    an unknown amount. Neither bounds the candidate 0.027 or the landed 0.078 closely.
+- **GR.**
+  - No number for MAD.
+  - Spawning is documented at 0.21–0.25 m³/s freshet flow in a constructed channel
+    (House 2021, p. 76) and at about 400 m³/s in the Fond du Lac (p. 80). That rules
+    out a cap.
+  - **The landed spawning minimum 0.96 sits above that small-stream site's freshet
+    flow.** Its MAD is not stated and is likely lower. On one constructed channel in the
+    NWT, the literature leans lower for GR spawning.
+- **KO.**
+  - Spawning is documented at MAD 0.37–0.40 m³/s (Davidson Creek) and in a creek whose
+    mouth MAD is 0.28 m³/s (AMEC 2015). In both, the upstream limit is put down to
+    migration, not flow.
+  - **Both sit below the candidate 0.57.** The candidate rests on 31 locations in one WSG.
+- **RB.**
+  - Spawning and rearing are documented at MAD of about 0.1 m³/s (AMEC 2015).
+  - 0+ fish occur at 0.028 m³/s late-summer flow (Bustard 1988).
+  - Juveniles are found down to 0.002 m³/s summer flow (via Sheer et al. 2009).
+  - Consistent with the candidates (0.0094 rear, 0.011 spawn) and with the landed rearing
+    minimum 0.019.
+- **The existing bcfishpass MAD minima are mostly untraceable.** CH rearing 0.28 is
+  documented (Agrawal 2005, via Sheer 2009). The spawning minima (CH 0.46, CO 0.164,
+  SK 0.175, ST 0.447) were not found in the sources Rebellato et al. 2024 cites. WCT's
+  row equals the CO row, cap included.
+- **Width to discharge.** Woll et al. 2017's Alaskan relation (w = 1.71 Q^0.471, Q in
+  cfs) gives 0.021, 0.040 and 0.17 m³/s at 1.5, 2 and 4 m. That is close to the BC-native
+  medians above (0.021, 0.041, 0.20).
+
+### FISS sites
+
+Five WSGs have FISS snapshots: COTR, LNTH, PINE, UNTH and UPCE (`knowledge` @
+`4fb1575`). The site's segment discharge is modelled, never measured, and the site is
+snapped within 50 m (`fiss_presence.csv`, `fiss_share_below_candidate.csv`; KO is absent
+from all five).
+
+| Species | Candidate | Present sites below it | Absent sites below it |
+|---|---|---|---|
+| BT | 0.027 | 23 % of 139 | 27 % of 2,027 |
+| GR | 0.095 | 22 % of 97 | 26 % of 1,273 |
+| RB | 0.0094 | 27 % of 241 | 17 % of 1,925 |
+
+Presence and absence do not separate at these cutoffs, so FISS neither supports nor
+vetoes a candidate.
+
+- About a quarter of the sites where the species was caught sit on a segment below its
+  candidate.
+- Unlike the observation set, these sites are not filtered to accessible, size-tested
+  segments.
+- A 50 m snap can land a mainstem site on a side tributary.
+
+The scoring below decides whether the range costs real use.
+
+### Scoring design, fixed 2026-10-02 before any run
+
+The #284 harness (`habitat_variants_build.R`, `habitat_variants_score.R`), extended for
+MAD (`data-raw/habitat_score/README.md`).
+
+- **Ladders.** One per species × stage, BT/GR/RB spawning and rearing (6 ladders, 18
+  variants; `variants_302.csv`):
+  - an **anchor** at P10 steps from the `cw` base straight to `mad`. It is taken by
+    construction, the operator's direction to add a range. Its bands (what `mad` keeps
+    that `cw` drops, and the reverse) are reported and decide nothing;
+  - then P10 → P05 → P02, walked out as #284 walked;
+  - the other stage's range is held fixed at its candidate through `set`. BT and GR
+    rearing needs spawning upstream, so a rearing rung with no spawning range would score
+    nothing.
+  - Rungs carry `default`'s gradient cutoffs.
+- **The core** is the habitat every rung of the ladder keeps, which is the anchor's.
+  - The `cw` base is left out. It tests a width floor and fails NULL widths, and no `mad`
+    rung does either. Code review found that a core cut by it would differ from the bands
+    on an axis no step is about.
+  - On PARS, KOTL, MORR and BULK it would drop about 5 % of the km at
+    `mad_m3s` ≥ 0.05, and about 17 % at ≥ 0.02.
+  - `set` may hold only `*_mad_*` cells, so the bands differ from the core in discharge
+    alone.
+- **Held-out WSGs** (`wsg_roles_302.csv`) are discharge-covered and outside the 55
+  `fresh_default` WSGs, of which the 46 with discharge were the calibration set. They
+  were chosen as the densest per window before any build
+  (`power_windows.txt`, counts only, upper bounds):
+  - BT: REVL, ELKR, KOTR, UARL, MURR, UBTN, LHAF;
+  - GR: UBTN, MURR, LHAF;
+  - RB: SIML, OKAN, KETL, ELKR, REVL, KOTR.
+
+  PARS (BT, GR, RB) and KOTL (BT, RB) are in-sample, reported, and never decide. HERR
+  and LNTH were dense but left out because their closures pull in the upper Fraser. The
+  20-WSG closure is smaller than #284's.
+- **Rule.**
+  - A band is habitat when its observations per km are at least 0.5 × the core's, on
+    the held-out WSGs pooled.
+  - **The floor of record is on locations expected** at the core's rate (band km × core
+    rate ≥ 10), not on locations found (operator, 2026-10-02). A walk that only loosens
+    from a tight anchor is where a found-count floor cannot refuse. Both readings are
+    written.
+  - A step is taken when its band is habitat. The walk stops at the first step not taken.
+  - **An underpowered first step lands P05, marked unscored** (operator, 2026-10-02).
+- **KO is unscorable.** It is present in four discharge-covered WSGs, all of them
+  calibration WSGs. Its candidate lands unscored, as CH did in #284.
+
+### Results, 2026-10-02
+
+The build ran at a clean `c2fed37` in 145 min, with every invariant asserted. The base
+recompute printed "There were 50 or more warnings", which were not recorded
+(`build_20261002_full.log`). It was a
+20-WSG closure, LHAF pre-flighted first, and 18 variants. The score ran under
+`--floor=expected` (`verdict.csv`, `bands_pooled.csv`, `elevation_adjusted.csv`,
+`habitat_change.csv`; logs `build_20261002_*.log`, `score_20261002.log`). The held-out
+WSGs are pooled throughout.
+
+| Step | Band km | Found | Expected at core rate | Ratio | Elevation-adjusted | Decision |
+|---|---|---|---|---|---|---|
+| BT rear P10→P05 | 2,037 | 45 | 297 | 0.15 | 0.16 | refuse |
+| BT spawn P10→P05 | 1,439 | 30 | 247 | 0.12 | 0.12 | refuse |
+| GR rear P10→P05 | 1,523 | 57 | 124 | 0.46 | 0.57 | refuse |
+| GR spawn P10→P05 | 1,378 | 52 | 113 | 0.46 | 0.54 | refuse |
+| RB rear P10→P05 | 1,032 | 19 | 138 | 0.14 | 0.16 | refuse |
+| RB spawn P10→P05 | 1,267 | 8 | 10.1 | 0.80 | 0.93 | take |
+| RB spawn P05→P02 | 630 | 1 | 5.0 | 0.20 | 0.23 | underpowered |
+
+The two floors agree on every step that decides a value, except RB spawning P10→P05.
+It is taken under the expected floor of record (10.1 expected) and underpowered under
+the found floor (8 found). Both land 0.011; they differ only in whether it counts as
+scored.
+
+**What the anchor costs.** The anchor's `removed` band is the habitat `cw` keeps and
+`mad` at P10 drops. Fish use it at 0.36 (BT rear), 0.48 (BT spawn), 0.50 (GR rear) and
+1.06 (RB rear) of the core rate.
+
+The band splits in two:
+
+- **What P05 and P02 restore.** This is most of the band by length. In the rearing
+  ladders it is BT 3,062 of 4,505 km, GR 3,099 of 3,893 and RB 569 of 864. In the
+  spawning ladders it is BT 1,961 of 2,752 and GR 1,769 of 2,241. Its use rate relative
+  to the core is BT rear 0.08, BT spawn 0.06, GR rear 0.36, GR spawn 0.47 and RB
+  rear 0.42.
+- **What no rung restores.** In the rearing ladders this is BT 1,444 km, GR 794 km and
+  RB 296 km. It is used at about the core rate for BT (0.97; 0.86 adjusted for
+  elevation) and above it for GR (1.06) and RB (2.30).
+
+The split is derived as the `removed` band in `bands_pooled.csv` minus the `removed` class
+in `elevation_adjusted.csv`. That class is the remainder, because the score labels each
+segment by the first step whose flags differ. What the remainder is made of was not
+written to any file. A review query on the rearing ladders found lines with no
+discharge (mostly inside waterbodies) and water below P02. It also found water at or
+above P02 that the rungs still drop: BT 146 km and GR 267 km.
+
+Stream rearing on the held-out WSGs, from `habitat_change.csv`:
+
+| Species | `cw` | `mad` P10 | `mad` P05 | `mad` P02 |
+|---|---|---|---|---|
+| BT | 12,991 km | 8,679 (−33 %) | 10,712 (−18 %) | 13,235 (+2 %) |
+| GR | 4,705 | 825 (−82 %) | 2,348 (−50 %) | 5,022 (+7 %) |
+| RB | 8,186 | 7,821 (−4 %) | 8,853 (+8 %) | 9,849 (+20 %) |
+
+These rearing rungs held spawning at its P05 candidate (BT 0.027, GR 0.095). The landed
+spawning ranges are tighter (0.078, 0.96), and BT and GR rearing clusters on spawning.
+So for BT and GR **the P10 row is a lower bound on the loss** at the landed values, which
+pair was never built. The spawning P10 rungs alone take BT rearing from 10,712 to
+10,215 km and GR rearing from 2,348 to 1,558 km. RB's P10 row is the landed pair.
+
+**Reading it.**
+- **By the rule fixed before the run, BT, GR and RB rearing and BT and GR spawning stay
+  at P10.** The P10 → P05 band for each is used at 0.12–0.46 of the rate of the larger
+  water the anchor keeps. RB spawning's band is used at 0.80, so it moves to P05.
+- **Elevation explains part of GR's gap, but not BT's or RB rearing's.**
+  - Adjusted for elevation, the GR steps read 0.57 (rear) and 0.54 (spawn), above the
+    0.5 line, so an elevation-adjusted rule would have taken them.
+  - The BT steps and RB rearing stay at 0.12–0.16.
+  - RB spawning rises from 0.80 to 0.93.
+- **Stream size and sampling effort are not separated by this design (inference).** The
+  core is the bigger water. If surveys cover large and small streams unevenly per km,
+  part of the gap is where people look, not where the fish are. Nothing here measures
+  that. The Biases section notes surveys avoid the largest rivers, which would cut the
+  other way. A core split by stream size, as the elevation classes split elevation
+  (#284), is the test. Until then the verdict stands as pre-registered.
+- **What it costs.** At P10 a `mad` group keeps at least a third less BT rearing, and at
+  least four-fifths less GR rearing, than `cw` does in the same WSGs. At P05 the losses
+  would be −18 % and −50 %. At P02 the losses vanish.
+- **Nothing switches today.** These values are inert while every group is on `cw`.
+  Moving a group to `mad` is the operator's call, and it should wait for that re-score.
+- **KO 0.57 is unscored, and the literature argues lower.** AMEC 2015 documents spawning
+  at MAD 0.37–0.40 in Davidson Creek. In Creek 661 it occurs at ≤ 0.283, above 0.105.
+  The candidate rests on 31 locations in one WSG.
+- **Clustering moved a little habitat the other way.** On the held-out WSGs, BT rear
+  moved 3.2 and 1.1 km against 2,037 and 2,523 km added, as in #284.
diff --git a/tests/testthat/test-lnk_config.R b/tests/testthat/test-lnk_config.R
index dcdd8317..9be2a7f8 100644
--- a/tests/testthat/test-lnk_config.R
+++ b/tests/testthat/test-lnk_config.R
@@ -328,7 +328,7 @@ test_that("default_tuned extends default and overrides only its thresholds", {
   expect_setequal(names(cfg$files), names(def$files))
 })
 
-test_that("default_tuned differs from default only in the #284 cells", {
+test_that("default_tuned differs from default only in the #284 and #302 cells", {
   # Every other value was examined and kept (research/habitat_thresholds.md);
   # a cell outside this list changing is an untracked calibration.
   rd <- function(cfg) {
@@ -348,9 +348,21 @@ test_that("default_tuned differs from default only in the #284 cells", {
   }))
   diffs <- diffs[order(diffs$species_code, diffs$column), ]
   rownames(diffs) <- NULL
-  expect_identical(diffs, data.frame(
-    species_code = "BT", column = "rear_gradient_max",
-    default = 0.1049, tuned = 0.1349))
+  # #302: MAD ranges where default has none (maxima open).
+  mad <- data.frame(
+    species_code = c(rep("BT", 4), rep("GR", 4), rep("KO", 2), rep("RB", 4)),
+    column = c("rear_mad_max", "rear_mad_min", "spawn_mad_max", "spawn_mad_min",
+               "rear_mad_max", "rear_mad_min", "spawn_mad_max", "spawn_mad_min",
+               "spawn_mad_max", "spawn_mad_min",
+               "rear_mad_max", "rear_mad_min", "spawn_mad_max", "spawn_mad_min"),
+    default = NA_real_,
+    tuned = c(9999, 0.078, 9999, 0.078, 9999, 0.97, 9999, 0.96, 9999, 0.57,
+              9999, 0.019, 9999, 0.011))
+  want <- rbind(data.frame(species_code = "BT", column = "rear_gradient_max",
+                           default = 0.1049, tuned = 0.1349), mad)
+  want <- want[order(want$species_code, want$column), ]
+  rownames(want) <- NULL
+  expect_equal(diffs, want)
 })
 
 test_that("inherited provenance verifies against the parent's files", {