Audit Trail · Article #1912412

Normandin Bouvier fait peau neuve - Le Soleil

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

published 2026-08-25T22:00:00 · ingested 2026-08-27T04:34:09.765422

Bias Analysis · B.I.A.S.

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

The article title suggests a local news update about a company or organization, which is neutral in tone.

Trigger phrases: Normandin Bouvier fait peau neuve

      computed at 2026-08-27T05:10:15.479304
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 41% valhalla/distilbart-mnli-12-3

      computed at 2026-08-27T01:09:35.481084-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1_failed+full

Tier-1 at: —

Tier-2 at: 2026-08-27T05:10:15.479304

AI analyzed: ✓ at 2026-08-27T05:10:15.479304

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (4)

unverified Normandin Bouvier has made a fresh start.

        fact_v1 · 2026-08-27T05:10:30.682175
      

unverified Le Soleil is reporting on Normandin Bouvier's recent endeavors.

        fact_v1 · 2026-08-27T05:10:30.682175
      

unverified The article mentions that Normandin Bouvier has been making progress.

        fact_v1 · 2026-08-27T05:10:30.682175
      

unverified No verifiable claims detected.

        fact_v1 · 2026-08-29T05:41:34.515844
      

Cross-Outlet Cluster · I.N.K.

Normandin Bouvier fait peau neuve - Le Soleil 1 article across outlets

      clustered at 2026-08-27T04:34:09.908478
    

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)

2026-08-27T04:34:09.765422 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 14346
}

2026-08-27T05:09:35.481084 bias_v2_scored

payload

{
  "confidence": 0.412,
  "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.