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Audit Trail · Article #2421600

Cinq candidats pour représenter le Canada à l’Eurovision

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)
published 2026-10-27T19:37:12.223002 · ingested 2026-10-27T15:37:12.223002
Bias Analysis · B.I.A.S.
CENTER score: 0.10 vv3
The article provides balanced information without clear bias towards any political stance.
Trigger phrases: candidatsvoter en ligne
computed at 2026-10-27T15:37:12.223002
ML Bias Signal · DistilBERT Zero-Shot (v2)
RIGHT score: 0.317 confidence: 45% valhalla/distilbart-mnli-12-3
computed at 2026-10-27T15:48:34.577122-04:00
Ensemble (heuristic + ML v2)
CENTER RIGHT score: 0.317
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-27T15:51:17.481382
Tier-2 at: 2026-10-27T18:06:40.431914
AI analyzed: ✗
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: QC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (2)
true Five candidates have been selected to represent Canada at the Eurovision Song Contest in Bulgaria next year.
The article clearly states that five candidates have been chosen, and includes their names.
R.A.N.G.E.R. · 2026-10-27T18:06:40.431914
true The selection process involves public voting on the artists without them having composed a song yet.
Natacha Mercure explains this is part of the initial process for Canada's first participation in Eurovision.
R.A.N.G.E.R. · 2026-10-27T18:06:40.431914
Cross-Outlet Cluster · I.N.K.
Eurovision : les 5 artistes finalistes pour représenter le Canada sont dévoilés 2 articles across outlets
clustered at 2026-10-27T15:37:11.660823
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": 0.454,
  "ensemble_band": "center-right",
  "ensemble_score": 0.317,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.317
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.