Audit Trail · Article #2386397

Le PQ remporte la circonscription de Vachon après le dépouillement judiciaire

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

published 2026-10-21T23:19:04.298237 · ingested 2026-10-21T19:19:04.298237

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 70% vv3

The article reports on a political party losing an election, which is often associated with left-leaning media.

Trigger phrases: Le Parti libéral du Québec fera appel

      computed at 2026-10-21T19:50:02.669968
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.339 confidence: 48% valhalla/distilbart-mnli-12-3

      computed at 2026-10-21T19:43:07.434129-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.339

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-21T19:50:02.669968

Tier-2 at: 2026-10-21T19:50:02.669968

AI analyzed: ✓ at 2026-10-21T19:50:02.669968

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Le Parti libéral du Québec remporte la circonscription de Vachon après le dépouillement judiciaire.

        fact_v1 · 2026-10-21T19:50:14.660666
      

unverified Le dépouillement judiciaire a eu lieu pour déterminer la victoire finale dans la circonscription de Vachon.

        fact_v1 · 2026-10-21T19:50:14.660666
      

Cross-Outlet Cluster · I.N.K.

Recomptage dans Vachon : le PQ remporte un 60e siège 3 articles across outlets

      clustered at 2026-10-21T18:05:55.835724
    

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)

2026-10-21T19:19:04.298237 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
}

2026-10-21T19:43:07.434129 bias_v2_scored

payload

{
  "confidence": 0.484,
  "ensemble_band": "center-right",
  "ensemble_score": 0.339,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.339
}

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