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Audit Trail · Article #2407960

Aya Nakamura au Centre Bell et «au centre de tout»

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)
published 2026-10-25T12:20:00 · ingested 2026-10-25T09:17:55.399052
Bias Analysis · B.I.A.S.
CENTER score: 0.20 confidence: 80% vv3
The article provides a balanced view without evident bias, mentioning both positive aspects of the concert and Aya Nakamura's success while also touching on her past controversies.
Trigger phrases: 'reign of France'immense successesracist and misogynistic comments
computed at 2026-10-25T09:26:24.326822
ML Bias Signal · DistilBERT Zero-Shot (v2)
LEFT score: -0.282 confidence: 40% valhalla/distilbart-mnli-12-3
computed at 2026-10-25T09:25:24.334442-04:00
Ensemble (heuristic + ML v2)
CENTER LEFT score: -0.282
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-25T09:27:45.200406
Tier-2 at: 2026-10-31T10:50:59.311682
AI analyzed: ✓ at 2026-10-25T09:26:24.326822
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: QC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true Aya Nakamura's concert at the Centre Bell was well-received by fans.
The article states that fans chanted along with her and the overall atmosphere was described as pleasurable.
E.C.H.O. · 2026-10-31T10:50:59.311682
true There were no political or social controversies surrounding the concert in Quebec.
The article mentions a lack of need to burn a racist banner, indicating a smooth event without major incidents.
E.C.H.O. · 2026-10-31T10:50:59.311682
true Aya Nakamura has been facing racism and misogyny comments due to her success.
The article references her past controversies during the 2024 Paris Olympics opening ceremony performance, specifically mentioning racist and misogynistic comments.
E.C.H.O. · 2026-10-31T10:50:59.311682
Cross-Outlet Cluster · I.N.K.
Aya Nakamura au Centre Bell et «au centre de tout» 1 article across outlets
clustered at 2026-10-25T09:17:55.408448
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": 592
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.403,
  "ensemble_band": "center-left",
  "ensemble_score": -0.282,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.282
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.