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Audit Trail · Article #2477318

No. 4 Notre Dame rules out LB Drayk Bowen for showdown against No. 1 Miami

Source article ↗ · Winnipeg Free Press · outlet lean: center · owner: FP Newspapers (independent local) (independent)
published 2026-11-02T18:28:17 · ingested 2026-11-02T13:53:38.681434
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.20 confidence: 70% vv3
The article provides neutral information without overt bias, but the focus on the player's injury does not contribute to a balanced discussion.
Trigger phrases: rules outshowdown
computed at 2026-11-02T13:53:38.681434
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 35% valhalla/distilbart-mnli-12-3
computed at 2026-11-02T14:21:08.971871-05:00
Ensemble (heuristic + ML v2)
CENTER score: -0.100
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-11-02T13:59:04.458823
Tier-2 at: 2026-11-02T14:07:34.525249
AI analyzed: ✓ at 2026-11-02T13:57:32.248418
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: MB
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (1)
true No. 4 Notre Dame rules out LB Drayk Bowen for showdown against No. 1 Miami
The claim is directly stated and verifiable through the team's official communications or game roster.
P.R.O.O.F. · 2026-11-02T14:07:34.525249
Cross-Outlet Cluster · I.N.K.
No. 4 Notre Dame rules out LB Drayk Bowen for showdown against No. 1 Miami 2 articles across outlets
clustered at 2026-11-02T13:53:38.689328
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": 13761
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.35,
  "ensemble_band": "center",
  "ensemble_score": -0.1,
  "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.