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
+10
View File
@@ -47,6 +47,7 @@ _EDITABLE_FIELDS = (
"translation_enabled",
"interpreter_base_url",
"translation_target_lang",
"translation_min_confidence",
)
# Per-host external-download toggles — all plain booleans, validated uniformly.
@@ -87,6 +88,7 @@ async def get_import_settings():
"translation_enabled": row.translation_enabled,
"interpreter_base_url": row.interpreter_base_url,
"translation_target_lang": row.translation_target_lang,
"translation_min_confidence": row.translation_min_confidence,
})
@@ -155,6 +157,14 @@ async def update_import_settings():
for key in ("interpreter_base_url", "translation_target_lang"):
if key in body and not isinstance(body[key], str):
return jsonify({"error": f"{key} must be a string"}), 400
# Acceptance floor (milestone 155): latin-script translations below this
# Interpreter confidence are kept as the original.
if "translation_min_confidence" in body:
v = body["translation_min_confidence"]
if not isinstance(v, (int, float)) or isinstance(v, bool) or v < 0 or v > 1:
return jsonify(
{"error": "translation_min_confidence must be a number in [0, 1]"}
), 400
if "series_suggest_threshold" in body:
v = body["series_suggest_threshold"]
if not isinstance(v, (int, float)) or isinstance(v, bool) or v < 0 or v > 1: