Audit Trail · Article #2366585

If you can’t beat her: Jocelyn Peterman changes sides and wins with Kerri Einarson's crew

Source article ↗ · Calgary Herald · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-19T21:49:36 · ingested 2026-10-19T18:06:08.957117

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 vv3

The article focuses on a professional sports story and does not show clear political or social bias.

Trigger phrases: Canadian curlingKerri Einarson's crewmixed doubles expectations

      computed at 2026-10-19T18:06:08.957117
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.268 confidence: 38% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T20:12:08.169916-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.268

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-19T20:08:36.372929

Tier-2 at: 2026-10-19T23:31:01.675555

AI analyzed: ✓ at 2026-10-19T20:08:36.372929

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true Jocelyn Peterman joined Kerri Einarson’s team after the departure of Val Sweeting.

The article directly states this and provides context.

        P.R.O.O.F. · 2026-10-19T23:31:01.675555
      

true Peterman was in a post-Olympic dark phase when she accepted the offer.

The article mentions her disappointment with mixed-doubles results and the Scotties finale loss, indicating a low point before joining Einarson's team.

        P.R.O.O.F. · 2026-10-19T23:31:01.675555
      

Cross-Outlet Cluster · I.N.K.

If you can’t beat her: Jocelyn Peterman changes sides and wins with Kerri Einarson's crew 1 article across outlets

      clustered at 2026-10-19T18:06:08.962325
    

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)

2026-10-19T18:06:08.957117 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": 13757
}

2026-10-19T20:12:08.169916 bias_v2_scored

payload

{
  "confidence": 0.382,
  "ensemble_band": "center-left",
  "ensemble_score": -0.268,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.268
}

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