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Audit Trail · Article #2469241

La famille d’un piéton happé mortellement par une voiture espère un éveil de conscience

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)
published 2026-11-01T21:29:56 · ingested 2026-11-01T17:13:56.638156
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.20 confidence: 80% vv3
The article presents a balanced view, highlighting the family's grief and calling for general awareness without taking an extreme stance.
Trigger phrases: happé mortellementdistraitune plaque commémorative
computed at 2026-11-01T17:25:14.862997
ML Bias Signal · DistilBERT Zero-Shot (v2)
LEFT score: -0.271 confidence: 39% valhalla/distilbart-mnli-12-3
computed at 2026-11-01T17:18:50.220449-05:00
Ensemble (heuristic + ML v2)
CENTER LEFT score: -0.271
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-11-01T17:27:45.675865
Tier-2 at: 2026-11-01T18:02:10.674587
AI analyzed: ✓ at 2026-11-01T17:25:14.862997
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: QC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (2)
true Giuseppe Di Gioacchino was killed by a car while walking to a medical appointment.
The article provides specific details about the incident and includes quotes from family members confirming this.
V.E.T. · 2026-11-01T18:02:10.674587
mixed The family wants increased awareness among drivers regarding pedestrian safety.
While the family expresses a desire for change, the article also mentions ongoing courses by SAAQ, indicating some existing measures are in place.
V.E.T. · 2026-11-01T18:02:10.674587
Cross-Outlet Cluster · I.N.K.
La famille d’un piéton happé mortellement par une voiture espère un éveil de conscience 1 article across outlets
clustered at 2026-11-01T17:13:56.644158
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": 0.388,
  "ensemble_band": "center-left",
  "ensemble_score": -0.271,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.271
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.