feat(modal): autofocus tag input, expand general suggestions, retire copyright/artist categories
Four coupled operator-asked changes to the view modal (Scribe plan #509): 1. **Autofocus tag entry on modal open** — TagAutocomplete grabs focus in onMounted/nextTick so the caret is in the input the moment the modal renders. No click needed to start typing. 2. **General suggestions expanded by default** — SuggestionsPanel's general-category group now mounts with `:default-open="true"`. Operator can collapse if too noisy, but the v1 frame shows them. 3. **Lower general threshold default 0.95 → 0.50** — MLSettings. suggestion_threshold_general default matches character. Alembic 0029 also bumps the existing singleton row's value if it's still at the old 0.95. Operator can re-tune from Settings → ML. 4. **Retire `copyright` + `artist` as ML suggestion categories** — neither feeds a Tag.kind (`artist` retired in FC-2d-vii-c, never really existed as a copyright tag-kind). They were surfaced in the suggestions pipeline + threshold settings UI but had no follow- through. Drop from SURFACED_CATEGORIES, suggestions._threshold_for, ml_admin GET/PATCH allowlist, MLSettings columns (alembic 0029 drops the two columns), frontend CATEGORY_ORDER + CATEGORY_LABELS, SuggestionsPanel.peopleCats, AliasPickerDialog kind-check, and MLThresholdSliders rows. Out of scope (intentional): `tag_kind` Postgres enum still includes `artist` for historic Tag row queryability (per the model comment); no operator pain reported, no enum-shrink needed. Tests: - test_surfaced_categories asserts {character, general}, excludes artist + copyright. - test_threshold_for_artist_is_unsurfaced extended to cover copyright. - test_get_and_patch_settings asserts new 0.50 default and the absent artist + copyright keys in the GET payload.
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@@ -9,9 +9,7 @@ ml_admin_bp = Blueprint("ml_admin", __name__, url_prefix="/api/ml")
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_EDITABLE = (
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"suggestion_threshold_artist",
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"suggestion_threshold_character",
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"suggestion_threshold_copyright",
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"suggestion_threshold_general",
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"centroid_similarity_threshold",
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"min_reference_images",
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@@ -28,9 +26,7 @@ async def get_settings():
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).scalar_one()
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return jsonify(
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{
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"suggestion_threshold_artist": s.suggestion_threshold_artist,
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"suggestion_threshold_character": s.suggestion_threshold_character,
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"suggestion_threshold_copyright": s.suggestion_threshold_copyright,
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"suggestion_threshold_general": s.suggestion_threshold_general,
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"centroid_similarity_threshold": s.centroid_similarity_threshold,
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"min_reference_images": s.min_reference_images,
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@@ -15,17 +15,14 @@ class MLSettings(Base):
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__table_args__ = (CheckConstraint("id = 1", name="singleton"),)
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id: Mapped[int] = mapped_column(Integer, primary_key=True)
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suggestion_threshold_artist: Mapped[float] = mapped_column(
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Float, nullable=False, default=0.30
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)
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suggestion_threshold_character: Mapped[float] = mapped_column(
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Float, nullable=False, default=0.50
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)
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suggestion_threshold_copyright: Mapped[float] = mapped_column(
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Float, nullable=False, default=0.50
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)
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# Default lowered 0.95 → 0.50 on 2026-06-01 — operator-flagged that
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# 0.95 hid most general suggestions. Operator-tunable via Settings →
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# ML if too noisy.
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suggestion_threshold_general: Mapped[float] = mapped_column(
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Float, nullable=False, default=0.95
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Float, nullable=False, default=0.50
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)
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centroid_similarity_threshold: Mapped[float] = mapped_column(
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Float, nullable=False, default=0.55
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@@ -48,11 +48,11 @@ class SuggestionService:
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).scalar_one()
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def _threshold_for(self, s: MLSettings, category: str) -> float:
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# 'artist' intentionally absent (FC-2d-vii-c) — falls through to
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# the 1.01 "never surfaces" default like any unsurfaced category.
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# 'artist' (FC-2d-vii-c) and 'copyright' (2026-06-01) retired;
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# both fall through to the 1.01 "never surfaces" default like any
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# unsurfaced category.
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return {
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"character": s.suggestion_threshold_character,
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"copyright": s.suggestion_threshold_copyright,
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"general": s.suggestion_threshold_general,
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}.get(category, 1.01)
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@@ -38,10 +38,13 @@ STORE_FLOOR = float(os.environ.get("TAGGER_STORE_FLOOR", "0.05"))
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# The categories FC-2b surfaces in the UI. Others (meta/rating/year) are
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# still stored but the suggestion service filters them out.
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# FC-2d-vii-c: 'artist' retired — artist identity is acquisition-derived
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# (image_record.artist_id), never ML-inferred. Raw predictions are still
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# stored at STORE_FLOOR but artist never surfaces.
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SURFACED_CATEGORIES = {"character", "copyright", "general"}
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# 'artist' retired in FC-2d-vii-c — artist identity is acquisition-derived
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# (image_record.artist_id), never ML-inferred. 'copyright' retired
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# 2026-06-01 — operator doesn't use the copyright tag-kind; fandom is
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# this app's franchise/series concept (per TagsView.vue's doc comment).
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# Raw predictions for both categories still get stored at STORE_FLOOR but
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# don't surface in suggestions.
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SURFACED_CATEGORIES = {"character", "general"}
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# ImageNet preprocessing constants (per Camie v2 onnx_inference.py).
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_IMAGENET_MEAN = np.array([0.485, 0.456, 0.406], dtype=np.float32)
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