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Audit Trail · Article #1545640

EN IMAGES | Le Danube à un niveau historiquement bas: bateaux échoués et pêcheurs sans travail

Source article ↗ · Le Journal de Montréal · outlet lean: right · owner: Quebecor (corporate)
published 2026-08-05T15:13:11 · ingested 2026-08-05T22:47:58.756524
Bias Analysis · B.I.A.S.
CENTER score: 0.00 vv3
computed at 2026-08-06T01:12:53.134349
ML Bias Signal · DistilBERT Zero-Shot (v2)
RIGHT score: 0.258 confidence: 37% valhalla/distilbart-mnli-12-3
computed at 2026-08-06T01:30:17.978950+00:00
Ensemble (heuristic + ML v2)
CENTER score: 0.129
Analysis Tier
Tier: pending
Tier-1 at: —
Tier-2 at: —
AI analyzed: ✓ at 2026-08-06T01:12:53.134349
Geographic Extraction · L.O.C.A.L.
Country: —
Province: QC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (0)
No claims extracted yet.
Cross-Outlet Cluster · I.N.K.
EN IMAGES | Le Danube à un niveau historiquement bas: bateaux échoués et pêcheurs sans travail 1 article across outlets
clustered at 2026-08-05T22:47:58.890440
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': 2, 'grade': 'A+', 'note': 'below minimum volume (2 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 · 2 events tracked
Raw Audit Trail (2 events)
  1. ingested
    payload 
    {
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 13765
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.368,
  "ensemble_band": "center",
  "ensemble_score": 0.129,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.258
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.