feat(translation): tunable acceptance floor (0.90) + per-post sticky override (#155)
The gate at a fixed 0.80 couldn't catch the real pain: Interpreter (fresh == cached, verified by probe) confidently mis-detects short ASCII English like "... WIP Part 1" as German at 0.86 — above the floor — so it was accepted and a re-translate reproduced it. Confidence alone can't separate the 0.86 collision (genuine German lands there too), and single-word mis-flags sit at a confident 1.0 no floor catches. Two operator-approved levers: - Acceptance floor is now a live Settings value (ImportSettings. translation_min_confidence, default 0.90; surfaced in the Translation card), so it's tunable without a redeploy. _accept takes the threshold as a parameter. - Per-post sticky override (Post.translation_override: auto/force/original). 'force' stores a translation even below the floor (rescue a skipped legit-foreign title); 'original' keeps the original and clears any stored translation (kill a confident mis-flag no floor catches). The sweep honors it on every run and _reset_translations skips 'original', so the choice survives a Re-translate-all. POST /api/posts/<id>/translation-override applies it immediately (translate now when the service is up, else queue for the sweep). UI: PostTranslationControl on the posts-feed card. Migration 0084 (both columns + a CHECK on the override). The feed + provenance serializers expose translation_override. With a stricter floor the rollback finally works: raise it -> Re-translate all -> the 0.86 mis-flags are rejected and restored to the original; force / keep-original handle the residual either way. Tests: gate thresholds against the param (0.86 rejected at 0.90, explicit-floor cases); sweep force/original + re-translate-skips-original; override endpoint (validation, original clears, force queues when disabled, feed exposes it); settings min_confidence default/save/validate. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CgZP9v2otxVJymiYsnVuMy
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"""translation strictness setting + per-post translation override (milestone 155)
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ImportSettings gains ``translation_min_confidence`` (the latin-script acceptance
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floor, now operator-tunable in the UI; default 0.9 — stricter than the old
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hardcoded 0.8, since Interpreter confidently mis-detects short ASCII English at
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~0.86). Post gains ``translation_override`` — a sticky per-post choice of
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auto / force / original so the operator can force a skipped translation on, or
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knock a wrongly-translated one back to the original, and have it survive a
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Re-translate-all.
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Revision ID: 0084
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Revises: 0083
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Create Date: 2026-07-10
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"""
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from typing import Sequence, Union
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import sqlalchemy as sa
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from alembic import op
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revision: str = "0084"
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down_revision: Union[str, None] = "0083"
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branch_labels: Union[str, Sequence[str], None] = None
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depends_on: Union[str, Sequence[str], None] = None
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def upgrade() -> None:
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op.add_column(
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"import_settings",
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sa.Column(
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"translation_min_confidence", sa.Float(), nullable=False,
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server_default=sa.text("0.9"),
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),
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)
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op.add_column(
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"post",
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sa.Column(
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"translation_override", sa.String(16), nullable=False,
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server_default="auto",
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),
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)
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op.create_check_constraint(
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"ck_post_translation_override",
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"post",
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"translation_override IN ('auto', 'force', 'original')",
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)
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def downgrade() -> None:
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op.drop_constraint("ck_post_translation_override", "post", type_="check")
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op.drop_column("post", "translation_override")
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op.drop_column("import_settings", "translation_min_confidence")
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