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Audit Trail · Article #2475999

Le Bloc exige un débat au Parlement sur le statut de membre associé de l’Union européenne

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)
published 2026-11-02T15:17:32 · ingested 2026-11-02T10:53:36.796058
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.20 confidence: 80% vv3
The article focuses on a specific political party's stance and demands, which suggests a bias towards that party.
Trigger phrases: député Alexis Brunelle-Duceppeporte-parole du Bloc Québécois
computed at 2026-11-02T11:18:57.276377
ML Bias Signal · DistilBERT Zero-Shot (v2)
LEFT score: -0.302 confidence: 43% valhalla/distilbart-mnli-12-3
computed at 2026-11-02T11:16:24.375055-05:00
Ensemble (heuristic + ML v2)
LEFT score: -0.651
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-11-02T11:18:57.276377
Tier-2 at: 2026-11-02T11:18:57.276377
AI analyzed: ✓ at 2026-11-02T11:18:57.276377
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: QC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (0)
No claims extracted yet.
Cross-Outlet Cluster · I.N.K.
Le Bloc exige un débat au Parlement sur le statut de membre associé de l’Union européenne 1 article across outlets
clustered at 2026-11-02T10:53:36.804019
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)
  1. ingested
    payload 
    {
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: union(-0.40\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 592
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.432,
  "ensemble_band": "left",
  "ensemble_score": -0.651,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.302
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.