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Audit Trail · Article #2318383

Quoi lire cette semaine?

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)
published 2026-10-11T22:20:00 · ingested 2026-10-11T19:18:14.372867
Bias Analysis · B.I.A.S.
CENTER score: 0.00 vv3
triggers: none — NO SIGNAL DETECTED (not a centrist finding)
computed at 2026-10-11T19:18:14.372867
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 41% valhalla/distilbart-mnli-12-3
computed at 2026-10-11T19:30:13.149925-04:00
Ensemble (heuristic + ML v2)
CENTER score: 0.000
Analysis Tier
Tier: quick_v1
Tier-1 at: 2026-10-11T19:32:18.249206
Tier-2 at: —
AI analyzed: ✓ at 2026-10-11T19:30:33.651099
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: QC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (4)
unverified Quoi lire cette semaine
fact_v1 · 2026-10-11T19:30:36.244755
unverified Une sélection est proposée pour aider les lecteurs à choisir leurs livres cette semaine.
V.E.R.I.F.Y. · 2026-10-11T19:32:18.244766
unverified La phrase 'Quoi lire cette semaine?' fait référence à une proposition de lecture pour la période actuelle.
V.E.R.I.F.Y. · 2026-10-11T19:32:18.244766
unverified Le contenu peut inclure des critiques des livres, des films ou d'autres types de productions.
V.E.R.I.F.Y. · 2026-10-11T19:32:18.244766
Cross-Outlet Cluster · I.N.K.
Quoi lire cette semaine? 1 article across outlets
clustered at 2026-10-11T19:18:14.378043
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': 3, 'grade': 'A+', 'note': 'below minimum volume (3 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 · 3 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": 0.407,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.