Audit Trail · Article #2487923

Vérité et conséquences

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)

published 2026-11-03T19:03:50 · ingested 2026-11-03T14:53:37.558573

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 85% vv3

The editorial supports the decision to dismiss police officers, highlighting the seriousness of their misconduct and emphasizing the need for accountability. It does not contain overtly biased language but leans towards a left-leaning perspective by critiquing systemic issues within law enforcement.

Trigger phrases: congédiement administratifultime sanctionsous-culture

      computed at 2026-11-03T15:50:34.669469
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.244 confidence: 35% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T15:47:34.380189-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.244

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-03T15:50:34.669469

Tier-2 at: 2026-11-03T15:50:34.669469

AI analyzed: ✓ at 2026-11-03T15:50:34.669469

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Fady Dagher, the director of criminal investigation at the Service de police de la Ville de Montréal (SPVM), has announced the dismissal of seven police officers due to concerns about their conduct.

        fact_v1 · 2026-11-03T15:50:34.872871
      

unverified The measures taken by Fady Dagher are considered in accordance with article 115 of the Criminal Code and Police Act.

        fact_v1 · 2026-11-03T15:50:34.872871
      

Cross-Outlet Cluster · I.N.K.

Vérité et conséquences 1 article across outlets

      clustered at 2026-11-03T14:53:37.569030
    

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)

2026-11-03T14:53:37.558573 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
}

2026-11-03T15:47:34.380189 bias_v2_scored

payload

{
  "confidence": 0.348,
  "ensemble_band": "center",
  "ensemble_score": 0.244,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.244
}

Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.