feat(taste): mood taste facet — #1534

Milestone #160 Opt 2b (mood half of the era+mood option). A fourth taste
facet alongside artists + genre tags + eras: signed weights over canonical
mood buckets (melancholic / energetic / chill / …) derived from a track's
enriched folksonomy tags (#1490).

- internal/mood: shared vocabulary — Of(tags) maps folksonomy tags to
  canonical mood buckets (synonyms collapse). Imported by both the taste
  builder and the scorer so a track's mood is derived identically.
- Migration 0047: taste_profile_moods table + taste_tuning.mood_scale
  (DEFAULT 0.5).
- Build side (internal/taste): Config.MoodScale ([0,1] damper, mirrors
  EraScale); accumulate folds each play/like's mood buckets at
  base*MoodScale; persist atomic-replaces the mood rows.
- Scorer (internal/recommendation): TasteProfile gains a mood term
  (own tanh scale + additive 0.12 share, so it never weakens the existing
  signal when a track has no mood tags). Match now takes the candidate's
  mood buckets; loaded per candidate (ListTrackTagsForTracks → mood.Of) in
  the primary similarity loader only — the near-whole-library fallback
  pool passes nil (mood → 0) to avoid a full-library tag scan.
- Tuning lab: mood_scale threaded through recsettings + admin API + web
  card ("Mood weight" row) + Go/web tests.

Coverage is partial (grows with tag enrichment; richer once Last.fm is
keyed), so mood is a supplement — neutral for tracks with no mood tags.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

internal/db/dbq/recommendation_tuning.sql.go

@@ -10,7 +10,7 @@ import (
 )
 
 const getTasteTuning = `-- name: GetTasteTuning :one
-SELECT singleton, half_life_days, engagement_hard_skip, engagement_neutral, engagement_full, updated_at, enriched_tag_scale, era_scale FROM taste_tuning WHERE singleton = true
+SELECT singleton, half_life_days, engagement_hard_skip, engagement_neutral, engagement_full, updated_at, enriched_tag_scale, era_scale, mood_scale FROM taste_tuning WHERE singleton = true
 `
 
 func (q *Queries) GetTasteTuning(ctx context.Context) (TasteTuning, error) {
@@ -25,6 +25,7 @@ func (q *Queries) GetTasteTuning(ctx context.Context) (TasteTuning, error) {
 		&i.UpdatedAt,
 		&i.EnrichedTagScale,
 		&i.EraScale,
+		&i.MoodScale,
 	)
 	return i, err
 }
@@ -125,9 +126,10 @@ UPDATE taste_tuning
        engagement_full      = $4,
        enriched_tag_scale   = $5,
        era_scale            = $6,
+       mood_scale           = $7,
        updated_at           = now()
  WHERE singleton = true
-RETURNING singleton, half_life_days, engagement_hard_skip, engagement_neutral, engagement_full, updated_at, enriched_tag_scale, era_scale
+RETURNING singleton, half_life_days, engagement_hard_skip, engagement_neutral, engagement_full, updated_at, enriched_tag_scale, era_scale, mood_scale
 `
 
 type UpdateTasteTuningParams struct {
@@ -137,6 +139,7 @@ type UpdateTasteTuningParams struct {
 	EngagementFull     float64
 	EnrichedTagScale   float64
 	EraScale           float64
+	MoodScale          float64
 }
 
 func (q *Queries) UpdateTasteTuning(ctx context.Context, arg UpdateTasteTuningParams) (TasteTuning, error) {
@@ -147,6 +150,7 @@ func (q *Queries) UpdateTasteTuning(ctx context.Context, arg UpdateTasteTuningPa
 		arg.EngagementFull,
 		arg.EnrichedTagScale,
 		arg.EraScale,
+		arg.MoodScale,
 	)
 	var i TasteTuning
 	err := row.Scan(
@@ -158,6 +162,7 @@ func (q *Queries) UpdateTasteTuning(ctx context.Context, arg UpdateTasteTuningPa
 		&i.UpdatedAt,
 		&i.EnrichedTagScale,
 		&i.EraScale,
+		&i.MoodScale,
 	)
 	return i, err
 }
@@ -224,8 +229,9 @@ func (q *Queries) UpdateWeightProfile(ctx context.Context, arg UpdateWeightProfi
 const upsertTasteTuningDefaults = `-- name: UpsertTasteTuningDefaults :exec
 INSERT INTO taste_tuning (
     singleton, half_life_days, engagement_hard_skip,
-    engagement_neutral, engagement_full, enriched_tag_scale, era_scale
-) VALUES (true, $1, $2, $3, $4, $5, $6)
+    engagement_neutral, engagement_full, enriched_tag_scale, era_scale,
+    mood_scale
+) VALUES (true, $1, $2, $3, $4, $5, $6, $7)
 ON CONFLICT (singleton) DO NOTHING
 `
 
@@ -236,6 +242,7 @@ type UpsertTasteTuningDefaultsParams struct {
 	EngagementFull     float64
 	EnrichedTagScale   float64
 	EraScale           float64
+	MoodScale          float64
 }
 
 func (q *Queries) UpsertTasteTuningDefaults(ctx context.Context, arg UpsertTasteTuningDefaultsParams) error {
@@ -246,6 +253,7 @@ func (q *Queries) UpsertTasteTuningDefaults(ctx context.Context, arg UpsertTaste
 		arg.EngagementFull,
 		arg.EnrichedTagScale,
 		arg.EraScale,
+		arg.MoodScale,
 	)
 	return err
 }