Audit Trail · Article #2335764

La résurgence de P’tit Belliveau

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

published 2026-10-14T17:59:00 · ingested 2026-10-14T14:21:38.329081

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 80% vv3

The article is neutral in tone and does not contain overtly biased language, but it focuses on a local artist which could be seen as favoring regional interests.

Trigger phrases: La résurgence de P’tit Belliveau

      computed at 2026-10-14T14:29:51.724673
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.275 confidence: 39% valhalla/distilbart-mnli-12-3

      computed at 2026-10-14T14:30:17.684269-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.275

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-14T14:31:38.707567

Tier-2 at: 2026-10-14T14:29:51.724673

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (6)

unverified Le musicien propose un nouvel album appelé 'P'tit Belliveau' qui offre une nouvelle perspective.

        fact_v1 · 2026-10-14T14:29:55.589772
      

unverified Ce nouveau matériel musical est conçu pour apaiser l’ambiance actuelle du monde.

        fact_v1 · 2026-10-14T14:29:55.589772
      

unverified L’album de P’tit Belliveau se présente comme une source d’évasion et de réconfort dans le contexte difficile.

        fact_v1 · 2026-10-14T14:29:55.589772
      

unverified Le musicien offre avec son nouvel album 'P'tit Belliveau' un refuge à l’abri du marasme ambiant.

        V.E.R.I.F.Y. · 2026-10-14T14:31:38.704265
      

unverified Le nouvel album de P’tit Belliveau porte le même titre que lui.

        V.E.R.I.F.Y. · 2026-10-14T14:31:38.704265
      

unverified Un nouveau projet musical est lancé par P’tit Belliveau.

        V.E.R.I.F.Y. · 2026-10-14T14:31:38.704265
      

Cross-Outlet Cluster · I.N.K.

La résurgence de P’tit Belliveau 1 article across outlets

      clustered at 2026-10-14T14:21:38.334134
    

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)

2026-10-14T14:21:38.329081 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
}

2026-10-14T14:30:17.684269 bias_v2_scored

payload

{
  "confidence": 0.392,
  "ensemble_band": "center-right",
  "ensemble_score": 0.275,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.275
}

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