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Audit Trail · Article #2379976

Bismillah, c’est les ténèbres!

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)
published 2026-10-21T02:28:55.054707 · ingested 2026-10-21T00:28:55.054707
Bias Analysis · B.I.A.S.
CENTER score: -0.40 confidence: 70% vv3
The review title uses a religious phrase that could be seen as provocative and potentially polarizing, which is often associated with left-leaning media.
Trigger phrases: Bismillah
computed at 2026-10-21T00:36:17.227054
ML Bias Signal · DistilBERT Zero-Shot (v2)
RIGHT score: 0.317 confidence: 45% valhalla/distilbart-mnli-12-3
computed at 2026-10-21T00:36:23.335313-04:00
Ensemble (heuristic + ML v2)
CENTER RIGHT score: 0.317
Analysis Tier
Tier: quick_v1
Tier-1 at: 2026-10-21T00:39:18.073207
Tier-2 at: 2026-10-21T00:36:17.227054
AI analyzed: ✗
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: QC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (5)
unverified Derrière la casse, il y a un mouvement dont le message essentiel a été saccagé.
fact_v1 · 2026-10-21T00:36:21.431933
unverified Il y a un mouvement derrière la casse qui transmet des messages essentiels.
fact_v1 · 2026-10-21T00:36:21.431933
unverified Derrière la casse, il y a un mouvement dont le message essentiel a été saccagé.
V.E.R.I.F.Y. · 2026-10-21T00:39:18.067087
unverified Derrière la casse, il y a un mouvement dont le message essentiel a été saccagé.
V.E.R.I.F.Y. · 2026-10-21T00:39:18.067087
unverified Derrière la casse, il y a un mouvement dont le message essentiel a été saccagé.
V.E.R.I.F.Y. · 2026-10-21T00:39:18.067087
Cross-Outlet Cluster · I.N.K.
Bismillah, c’est les ténèbres! 1 article across outlets
clustered at 2026-10-21T00:28:55.060958
Governance — C.R.E.E.D.
A+
overall grade
100.0
By Category
Accountability {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}
Environmental {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}
Fairness {'events': 1, 'grade': 'A+', 'note': 'below minimum volume (1 events; minimum 100 for a non-provisional score)', 'provisional': True, 'score': 100.0}
Privacy {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}
Safety {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}
Transparency {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}
Ethics audit by C.R.E.E.D. Institute · 1 events tracked
Raw Audit Trail (2 events)
  1. ingested
    payload 
    {
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 592
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.453,
  "ensemble_band": "center-right",
  "ensemble_score": 0.317,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.317
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.