Audit Trail · Article #2493307

Cinq ans de Bruno Marchand: l’héritage de Labeaume bien vivant - Le Soleil

Source article ↗ · Le Soleil · outlet lean: center-left · owner: Coopérative nationale de l'information indépendante (non_profit)

published 2026-11-04T09:00:00 · ingested 2026-11-04T04:24:11.126212

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 80% vv3

The article seems to maintain a neutral stance, discussing the ongoing impact of Labeaume's legacy without strong positive or negative sentiments.

Trigger phrases: l'héritage de Labeaume bien vivant

      computed at 2026-11-04T04:24:11.126212
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 44% valhalla/distilbart-mnli-12-3

      computed at 2026-11-04T04:36:20.771391-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-04T04:30:59.328322

Tier-2 at: 2026-11-04T04:50:34.488475

AI analyzed: ✓ at 2026-11-04T04:30:17.782944

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Cinq ans de Bruno Marchand: l’héritage de Labeaume bien vivant

The title of the article is directly addressing the ongoing influence of Labeaume's legacy, which aligns with factual information.

        R.A.N.G.E.R. · 2026-11-04T04:50:34.488475
      

Cross-Outlet Cluster · I.N.K.

Cinq ans de Bruno Marchand: l’héritage de Labeaume bien vivant - Le Soleil 1 article across outlets

      clustered at 2026-11-04T04:24:11.132713
    

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)

2026-11-04T04:24:11.126212 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": 14346
}

2026-11-04T04:36:20.771391 bias_v2_scored

payload

{
  "confidence": 0.438,
  "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.