Audit Trail · Article #2438179

De hauts fonctionnaires d’Affaires mondiales Canada ignorent ce qu’est la doctrine Gérin-Lajoie

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

published 2026-10-29T13:47:00 · ingested 2026-10-29T10:16:19.865830

Bias Analysis · B.I.A.S.

CENTER score: -0.40 confidence: 80% vv3

The article highlights an incident where Canadian diplomats are unaware of a Quebec political doctrine, suggesting a gap in cultural or regional knowledge that the author seems to view negatively.

Trigger phrases: ignorantabsence of response

      computed at 2026-10-29T14:22:14.012802
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.237 confidence: 34% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T10:38:25.325961-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.237

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T14:22:14.012802

Tier-2 at: 2026-10-29T14:22:14.012802

AI analyzed: ✓ at 2026-10-29T14:22:14.012802

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified De hauts diplomates canadiens ont été incapables d'expliquer le fondement de la politique internationale du Québec.

        V.E.R.I.F.Y. · 2026-10-29T11:10:01.031772
      

unverified Un député du Bloc québécois a demandé aux fonctionnaires du ministère des Affaires étrangères ce qu'est la doctrine Gérin-Lajoie du Québec.

        V.E.R.I.F.Y. · 2026-10-29T11:10:01.031772
      

Cross-Outlet Cluster · I.N.K.

De hauts fonctionnaires d’Affaires mondiales Canada ignorent ce qu’est la doctrine Gérin-Lajoie 1 article across outlets

      clustered at 2026-10-29T10:16:19.874381
    

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)

2026-10-29T10:16:19.865830 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
}

2026-10-29T10:38:25.325961 bias_v2_scored

payload

{
  "confidence": 0.339,
  "ensemble_band": "center",
  "ensemble_score": 0.237,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.237
}

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