feat(reports): leftover-map incomplete item coverage on pair list (v2.44.0)

AGENTS.md

@@ -273,7 +273,7 @@ stops startup instead of leaving a healthy-looking partial schema, and
 application code must not compensate for a missing table.
 
 Period leftover pairs (ADR 0017 / 0018 / 0048 / 0049 / 0119 / 0158 / 0162 /
-0163 / 0164 / 0182 / 0185 / 0201 / 0233 / 0266 / 0267 / 0268 / 0269 / 0270 / 0271 / 0272 / 0273 / 0274 / 0275 / 0276 / 0277 / 0278 / 0279 / 0280 / 0281 / 0282 / 0283 / 0284 / 0285 / 0286) are computed in `lineageweave/leftover_pairs.py` from the
+0163 / 0164 / 0182 / 0185 / 0201 / 0233 / 0266 / 0267 / 0268 / 0269 / 0270 / 0271 / 0272 / 0273 / 0274 / 0275 / 0276 / 0277 / 0278 / 0279 / 0280 / 0281 / 0282 / 0283 / 0284 / 0285 / 0286 / 0287) are computed in `lineageweave/leftover_pairs.py` from the
 residual after a real GRM/GPCM score, never invented. Distances are
 Euclidean on the two-dimensional Gabriel leftover map; missing cells stay
 out of the factorization. Closest and farthest post–criterion pairs
@@ -373,6 +373,12 @@ every scored post entering the map; a missing, non-integer, or negative
 dropped count, or a dropped count that contradicts usable complete-case
 integers, omits that leftover-map incomplete post note and does not invent
 dropped posts from scored minus used or from plotted marker count.
+ADR 0287 captions the leftover pair list with persisted leftover-map
+incomplete item coverage so a `used N of M scored criteria` note is not read as
+every scored criterion entering the map; a missing, non-integer, or negative
+dropped count, or a dropped count that contradicts usable item complete-case
+integers, omits that leftover-map incomplete item note and does not invent
+dropped criteria from scored minus used or from plotted criterion marker count.
 When `R`, `R̂`, `U`, `x`,
 `s`, and `e` are finite, `e + s + x = 1`. When `Y`, `E`, and `R` are
 finite, `Y − E = R`. When `R`, `R̂`, and `U` are
@@ -393,6 +399,8 @@ graphic with how many scored posts stayed out of the factorization. Incomplete
 post coverage on the pair list (ADR 0286) captions the pair list with how many
 scored posts stayed out of the factorization. Incomplete
 item coverage (ADR 0284) captions the leftover-map graphic with how many
+scored criteria stayed out of the factorization. Incomplete
+item coverage on the pair list (ADR 0287) captions the pair list with how many
 scored criteria stayed out of the factorization.
 
 Authorized occupational construct catalog search (ADR 0257) matches official

ARCHITECTURE.md

@@ -637,7 +637,7 @@ information at the group's mean θ (Lord, 1980 max-info CAT). Rankings
 persist to `report_item_information`. After those IRT main effects,
 residual SVD leftover pairs on two Gabriel axes (Jeon et al., 2021;
 ADR 0017 / 0048 / 0049 / 0119 / 0148 / 0158 / 0162 / 0163 / 0164 / 0168 /
-0182 / 0185 / 0201 / 0233 / 0266 / 0267 / 0268 / 0269 / 0270 / 0271 / 0272 / 0273 / 0274 / 0275 / 0276 / 0277 / 0278 / 0279 / 0280 / 0281 / 0282 / 0283 / 0284 / 0285 / 0286) persist to `report_leftover_pair` with signed residual `R`,
+0182 / 0185 / 0201 / 0233 / 0266 / 0267 / 0268 / 0269 / 0270 / 0271 / 0272 / 0273 / 0274 / 0275 / 0276 / 0277 / 0278 / 0279 / 0280 / 0281 / 0282 / 0283 / 0284 / 0285 / 0286 / 0287) persist to `report_leftover_pair` with signed residual `R`,
 observed `Y`, expected `E[Y|θ, item]`, full leftover-map rank, unexplained
 leftover, ADR 0201 reconstruction evidence, ADR 0185 cross-share evidence,
 ADR 0233 unexplained leftover share `s`, ADR 0266 explained leftover
@@ -665,7 +665,8 @@ graphic display with persisted leftover-map incomplete post coverage. ADR 0284
 captions the leftover-map graphic display with persisted leftover-map incomplete
 item coverage. ADR 0285 captions the leftover pair list with persisted leftover-map
 item complete-case coverage. ADR 0286 captions the leftover pair list with persisted leftover-map
-incomplete post coverage. Click a post marker or a pair button
+incomplete post coverage. ADR 0287 captions the leftover pair list with persisted leftover-map
+incomplete item coverage. Click a post marker or a pair button
 opens that post. Those ADRs are the normative mathematical, storage, and
 display contracts. Leftover-map axis share
 (Gabriel inertia of residual SVD axes 1 and 2; ADR 0148) persists to
@@ -676,7 +677,8 @@ and how many scored criteria entered the factorization on the graphic
 and on the pair list,
 and how many scored posts stayed incomplete and out of the factorization,
 including on the pair list,
-and how many scored criteria stayed incomplete and out of the factorization. Results persist to
+and how many scored criteria stayed incomplete and out of the factorization,
+including on the pair list. Results persist to
 `report_period_score` / `report_member_score`.
 `GET /api/reports/{grouping}` lists the trend;
 `GET /api/reports/{grouping}/{period}` is ABAC-filtered;

CHANGELOG.d/2.44.0-leftover-map-list-incomplete-item.md

@@ -0,0 +1,30 @@
+## 2.44.0 — Leftover-map incomplete item coverage on the pair list
+
+- Caption the leftover pair list with persisted leftover-map incomplete
+  item coverage (ADR 0287). After `make seed`, closest and farthest leftover
+  pairs sit above the member list with the Gabriel biplot of already-named
+  coordinates, leftover-map axis share when finite, axis ticks that match
+  `ξ (x, y) ζ (x, y)` on the pair row, pair segments that match `d` on the
+  pair row, pair segments that match `R̂` on the pair row, pair segments
+  that match `R̂²/R²` on the pair row, pair segments that match `U²/R²` on
+  the pair row, pair segments that match `2R̂U/R²` on the pair row, pair
+  segments that match `U` on the pair row, pair segments that match `R` on
+  the pair row, pair segments that match `Y` on the pair row, pair segments
+  that match `E` on the pair row, pair segments that match leftover-map rank
+  on the pair row, a plot caption that matches leftover-map complete-case
+  coverage above the pair list, a plot caption that matches leftover-map
+  item complete-case coverage, a plot caption that matches leftover-map
+  incomplete post coverage, a plot caption that matches leftover-map
+  incomplete item coverage, a pair-list note that matches leftover-map item
+  complete-case coverage, a pair-list note that matches leftover-map
+  incomplete post coverage, and a pair-list note that matches leftover-map
+  incomplete item coverage; click a post marker or a pair button opens
+  that post. A missing, non-integer, or negative dropped count, or a
+  dropped count that contradicts usable item complete-case integers, omits
+  that leftover-map incomplete item note. Dropped `0` is shown when that
+  persisted dropped count is a non-negative integer. Do not invent dropped
+  criteria from scored minus used, plotted criterion marker count,
+  leftover-map distance, leftover-map rank, leftover-map post coverage,
+  leftover-map item coverage, leftover-map incomplete post coverage, or
+  the count of unused axes. Never invent a leftover score. Never invent a
+  theta. No new columns.

CHANGELOG.md

@@ -8,6 +8,36 @@ All notable changes to this project are documented here. Format follows
 
 ### Added
 
+- Period leftover pairs now caption the leftover pair list with persisted
+  leftover-map incomplete item coverage (ADR 0287 / v2.44.0). After
+  `make seed`, closest and farthest leftover pairs sit above the member
+  list with the Gabriel biplot of already-named coordinates, leftover-map
+  axis share when finite, axis ticks that match `ξ (x, y) ζ (x, y)` on
+  the pair row, pair segments that match `d` on the pair row, pair
+  segments that match `R̂` on the pair row, pair segments that match
+  `R̂²/R²` on the pair row, pair segments that match `U²/R²` on the pair
+  row, pair segments that match `2R̂U/R²` on the pair row, pair segments
+  that match `U` on the pair row, pair segments that match `R` on the
+  pair row, pair segments that match `Y` on the pair row, pair segments
+  that match `E` on the pair row, pair segments that match leftover-map
+  rank on the pair row, a plot caption that matches leftover-map
+  complete-case coverage above the pair list, a plot caption that matches
+  leftover-map item complete-case coverage, a plot caption that matches
+  leftover-map incomplete post coverage, a plot caption that matches
+  leftover-map incomplete item coverage, a pair-list note that matches
+  leftover-map item complete-case coverage, a pair-list note that
+  matches leftover-map incomplete post coverage, and a pair-list note
+  that matches leftover-map incomplete item coverage; click a post
+  marker or a pair button opens that post. A missing, non-integer, or
+  negative dropped count, or a dropped count that contradicts usable item
+  complete-case integers, omits that leftover-map incomplete item note.
+  Dropped `0` is shown when that persisted dropped count is a
+  non-negative integer. Do not invent dropped criteria from scored minus
+  used, plotted criterion marker count, leftover-map distance,
+  leftover-map rank, leftover-map post coverage, leftover-map item
+  coverage, leftover-map incomplete post coverage, or the count of unused
+  axes. Never invent a leftover score or a theta. No new columns.
+
 - Period leftover pairs now caption the leftover pair list with persisted
   leftover-map incomplete post coverage (ADR 0286 / v2.43.0). After
   `make seed`, closest and farthest leftover pairs sit above the member

CLAUDE.md

@@ -49,7 +49,7 @@ cutoff. Global Ask optional `knowledge_cutoff` uses the same cover
 
 Create/start endpoint rules (ADR 0017 / 0021), tie-vs-miss similarity
 (ADR 0026), R&R catalog ids (ADR 0019 / 0027), leftover pairs
-(ADR 0048–0164 / 0182 / 0185 / 0201 / 0233 / 0266 / 0267 / 0268 / 0269 / 0270 / 0271 / 0272 / 0273 / 0274 / 0275 / 0276 / 0277 / 0278 / 0279 / 0280 / 0281 / 0282 / 0283 / 0284 / 0285 / 0286), occupational construct catalog search
+(ADR 0048–0164 / 0182 / 0185 / 0201 / 0233 / 0266 / 0267 / 0268 / 0269 / 0270 / 0271 / 0272 / 0273 / 0274 / 0275 / 0276 / 0277 / 0278 / 0279 / 0280 / 0281 / 0282 / 0283 / 0284 / 0285 / 0286 / 0287), occupational construct catalog search
 (ADR 0257), the text-channel embedding swap and cosine
 clamp (ADR 0190), per-edge channel-score persistence (ADR 0195),
 token-backed status notices (ADR 0220),