Audit Trail · Article #2532581

Une coroner suggère de revoir la conception de la clôture du REM si les intrusions se répètent

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

published 2026-11-09T16:27:00 · ingested 2026-11-09T12:17:14.073056

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 90% vv3

The article is a factual report and does not exhibit any clear bias in terms of tone or content.

      computed at 2026-11-09T12:24:35.468461
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.260 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-11-09T12:37:37.560447-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.130

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-09T12:24:35.468461

Tier-2 at: 2026-11-09T12:24:35.468461

AI analyzed: ✓ at 2026-11-09T12:24:35.468461

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified Lorsque Samuel et Simon Brochu ont été happés par le REM, la passerelle piétonne au-dessus de l’autoroute 10 était fermée.

Rule-based: source_credibility=False, has_stat=True, hedged=False

        heuristic-v1 · 2026-11-09T12:17:14.464695
      

Cross-Outlet Cluster · I.N.K.

Une coroner suggère de revoir la conception de la clôture du REM si les intrusions se répètent 1 article across outlets

      clustered at 2026-11-09T12:17:14.270410
    

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)

2026-11-09T12:17:14.073056 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
}

2026-11-09T12:37:37.560447 bias_v2_scored

payload

{
  "confidence": 0.371,
  "ensemble_band": "center",
  "ensemble_score": 0.13,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.26
}

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