Audit Trail · Article #2442701

U.S. Olympian, Frost captain Coyne Schofield taking PWHL season off after announcing her pregnancy

Source article ↗ · Winnipeg Free Press · outlet lean: center · owner: FP Newspapers (independent local) (independent)

published 2026-10-29T23:52:19 · ingested 2026-10-29T19:59:46.136136

Bias Analysis · B.I.A.S.

CENTER score: -0.10 confidence: 85% vv3

The article provides factual information without evident bias, but there is a slight focus on the personal life aspect which might influence readers' perceptions.

Trigger phrases: U.S. OlympianPWHL season off after announcing her pregnancy

      computed at 2026-10-29T20:17:25.613384
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.259 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T20:15:51.216165-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.259

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T20:17:25.613384

Tier-2 at: 2026-10-29T20:17:25.613384

AI analyzed: ✓ at 2026-10-29T20:17:25.613384

Geographic Extraction · L.O.C.A.L.

Country: US

Province: —

Scope: international

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Coyne Schofield has announced she is pregnant and will be taking the PWHL season off.

        fact_v1 · 2026-10-29T20:17:25.815982
      

unverified Schofield is a U.S. Olympian who plays captain for Frost in the PWHL.

        fact_v1 · 2026-10-29T20:17:25.815982
      

Cross-Outlet Cluster · I.N.K.

U.S. Olympian, Frost captain Coyne Schofield taking PWHL season off after announcing her pregnancy 1 article across outlets

      clustered at 2026-10-29T19:59:46.144117
    

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)

2026-10-29T19:59:46.136136 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
}

2026-10-29T20:15:51.216165 bias_v2_scored

payload

{
  "confidence": 0.37,
  "ensemble_band": "center-left",
  "ensemble_score": -0.259,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.259
}

Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.