feat(translation): tunable acceptance floor (0.90) + per-post sticky override (#155)
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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
This commit is contained in:
2026-07-10 22:38:25 -04:00
parent a444cf82d1
commit aea2701c28
16 changed files with 579 additions and 52 deletions
+9
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@@ -106,6 +106,15 @@ class ImportSettings(Base):
translation_target_lang: Mapped[str] = mapped_column(
Text, nullable=False, default="en", server_default="en",
)
# The latin-script acceptance floor for the translation gate: a translation
# whose Interpreter-reported confidence is below this is kept as the original
# (operator-tunable, milestone 155). Default 0.9 — stricter than the old
# hardcoded 0.8, because Interpreter confidently mis-detects short ASCII
# English (e.g. "… WIP Part 1") as a European language at ~0.86. CJK stays
# trusted regardless (script-detected). Per-post overrides handle the misses.
translation_min_confidence: Mapped[float] = mapped_column(
Float, nullable=False, default=0.9, server_default="0.9",
)
@classmethod
async def load(cls, session) -> ImportSettings:
+25 -1
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@@ -8,7 +8,17 @@ artist-filter queries don't depend on the Source detour).
from datetime import datetime
from sqlalchemy import JSON, DateTime, ForeignKey, Integer, String, Text, UniqueConstraint, func
from sqlalchemy import (
JSON,
CheckConstraint,
DateTime,
ForeignKey,
Integer,
String,
Text,
UniqueConstraint,
func,
)
from sqlalchemy.orm import Mapped, mapped_column
from .base import Base
@@ -23,6 +33,10 @@ class Post(Base):
# (created in alembic 0030) covers that case via
# (artist_id, external_post_id).
UniqueConstraint("source_id", "external_post_id", name="uq_post_source_external_id"),
CheckConstraint(
"translation_override IN ('auto', 'force', 'original')",
name="ck_post_translation_override",
),
)
id: Mapped[int] = mapped_column(Integer, primary_key=True)
@@ -64,6 +78,16 @@ class Post(Base):
translated_at: Mapped[datetime | None] = mapped_column(
DateTime(timezone=True), nullable=True
)
# Sticky per-post override of the translation decision (milestone 155):
# 'auto' = the acceptance gate decides; 'force' = always store Interpreter's
# translation even below the confidence floor (rescue a skipped legit-foreign
# title); 'original' = never translate, keep the original (kill a confidently
# mis-flagged one the floor can't catch). The sweep reads this on every run,
# and re-translate leaves 'original' posts alone, so the choice survives a
# Re-translate-all.
translation_override: Mapped[str] = mapped_column(
String(16), nullable=False, default="auto", server_default="auto",
)
downloaded_at: Mapped[datetime] = mapped_column(
DateTime(timezone=True), nullable=False, server_default=func.now()