Audit Trail · Article #1976602

Normandin Bouvier fait peau neuve - Le Quotidien

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

published 2026-08-25T22:00:00 · ingested 2026-08-30T00:15:26.858010

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 70% vv3

The title suggests a change or transformation, which could be seen as negative if it implies an improvement is needed. However, the phrase 'fait peau neuve' (makes a new skin) can also imply renewal, which might be positive.

Trigger phrases: fait peau neuve

      computed at 2026-08-30T00:43:00.117844
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 45% valhalla/distilbart-mnli-12-3

      computed at 2026-08-29T20:49:57.945860-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: -0.100

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-08-30T00:55:39.323678

Tier-2 at: —

AI analyzed: ✓ at 2026-08-30T00:43:00.117844

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified (no factual claims extracted)

(model returned no claims for this article)

        V.E.R.I.F.Y. · 2026-08-30T00:55:39.230908
      

unverified No verifiable claims detected.

        fact_v1 · 2026-08-30T01:17:34.932630
      

Cross-Outlet Cluster · I.N.K.

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

      clustered at 2026-08-30T00:15:26.993091
    

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)

2026-08-30T00:15:26.858010 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 14345
}

2026-08-30T00:49:57.945860 bias_v2_scored

payload

{
  "confidence": 0.451,
  "ensemble_band": "center",
  "ensemble_score": -0.1,
  "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.