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Audit Trail · Article #2492297

Le bricolage identitaire de Bernard Assiniwi

Source article ↗ · L'actualité · outlet lean: center-left · owner: Mishmash Media (independent)
published 2026-11-04T06:00:00 · ingested 2026-11-04T01:53:41.467535
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.50 confidence: 85% vv3
The article presents a balanced view on the controversy surrounding Bernard Assiniwi's identity, neither overwhelmingly positive nor negative.
Trigger phrases: decrieddoubts raised
computed at 2026-11-04T02:55:24.072534
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 36% valhalla/distilbart-mnli-12-3
computed at 2026-11-04T02:50:34.073235-05:00
Ensemble (heuristic + ML v2)
CENTER score: 0.000
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-11-04T02:58:20.826329
Tier-2 at: 2026-11-04T03:21:48.636414
AI analyzed: ✓ at 2026-11-04T02:55:24.072534
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: QC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
mixed Bernard Assiniwi built his career on an artificial identity as a First Nations author.
The article suggests this claim, but does not provide concrete evidence. It relies on the work of Marie-Hélène Jeannotte's research.
C.O.N.D.U.I.T. · 2026-11-04T03:21:48.636414
true La saga des Béothuks won a prestigious award, contributing to Assiniwi’s literary success.
The article mentions that La saga des Béothuks received the France-Québec Jean-Hamelin prize and was highly acclaimed.
C.O.N.D.U.I.T. · 2026-11-04T03:21:48.636414
true Marie-Hélène Jeannotte's research uncovered doubts about Assiniwi’s First Nations heritage.
The article states that her work led to questioning the authenticity of Assiniwi’s identity as an autochthonous author.
C.O.N.D.U.I.T. · 2026-11-04T03:21:48.636414
Cross-Outlet Cluster · I.N.K.
Le bricolage identitaire de Bernard Assiniwi 1 article across outlets
clustered at 2026-11-04T01:53:41.474331
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": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 13766
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.363,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.