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Audit Trail · Article #2420143

Unfiltered: A Conversation with Yves-François Blanchet, Leader of the Bloc Québécois

Source article ↗ · iPolitics · outlet lean: center · owner: iPolitics Inc. (independent)
published 2026-10-27T14:06:55 · ingested 2026-10-27T10:26:31.098093
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.20 confidence: 80% vv3
The article focuses on political topics and includes the perspective of a leader from the Bloc Québécois, which is known for its pro-sovereignty stance.
Trigger phrases: Leader of the Bloc Québécoisfuture of Quebec sovereignty
computed at 2026-10-27T10:26:31.098093
ML Bias Signal · DistilBERT Zero-Shot (v2)
RIGHT score: 0.304 confidence: 44% valhalla/distilbart-mnli-12-3
computed at 2026-10-27T10:45:40.871240-04:00
Ensemble (heuristic + ML v2)
CENTER LEFT score: -0.348
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-27T10:44:19.679615
Tier-2 at: 2026-10-27T11:29:05.972328
AI analyzed: ✓ at 2026-10-27T10:32:36.347824
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: QC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true Discussion on Canada-U.S. trade tensions
The article mentions a conversation about trade tensions, which are current and relevant political topics.
E.C.H.O. · 2026-10-27T11:29:05.972328
mixed Mark Carney’s political agenda is discussed
While the article references Mark Carney's involvement in politics, his specific agenda is not elaborated on or verified within the given excerpt.
E.C.H.O. · 2026-10-27T11:29:05.972328
true Future of Quebec sovereignty is a topic of conversation
The Bloc Québécois leader directly addresses the future of Quebec sovereignty in the article title and content.
E.C.H.O. · 2026-10-27T11:29:05.972328
Cross-Outlet Cluster · I.N.K.
Unfiltered: A Conversation with Yves-François Blanchet, Leader of the Bloc Québécois 1 article across outlets
clustered at 2026-10-27T10:26:31.131787
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: mark carney(-0.15\u00d71), bloc qu\u00e9b\u00e9cois(-0.20\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 489
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.435,
  "ensemble_band": "center-left",
  "ensemble_score": -0.348,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.304
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.