Audit Trail · Article #2431448

Schaefer looking wise, skilled beyond his years in sophomore season with Isles

Source article ↗ · The Globe and Mail · outlet lean: center · owner: Globe and Mail Inc. (Woodbridge) (corporate)

published 2026-10-28T20:28:05 · ingested 2026-10-28T16:39:53.751782

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 70% vv3

The article is generally neutral but includes a quote from the coach that slightly favors Matthew Schaefer, portraying him in a positive light.

Trigger phrases: privilege to coach a player like thatunflappable guy

      computed at 2026-10-28T16:39:53.751782
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 41% valhalla/distilbart-mnli-12-3

      computed at 2026-10-28T17:07:30.575593-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-28T17:05:52.656388

Tier-2 at: 2026-10-28T19:51:43.975292

AI analyzed: ✓ at 2026-10-28T17:06:51.751616

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (3)

true Schaefer was the first defenceman in more than nine decades to lead all rookies in goals with 23.

The claim is supported by historical context and specific data provided in the article.

        F.A.C.T.O.I.D. · 2026-10-28T19:51:43.975292
      

true He set a record for 18-year-old blueliners as he became the youngest Calder recipient to date.

The information is corroborated by details about his age and achievements at the time of winning the Calder Trophy.

        F.A.C.T.O.I.D. · 2026-10-28T19:51:43.975292
      

mixed Schaefer has shown no sign of a sophomore slump in his current campaign.

While the article states that he hasn't shown signs of a slump, it also mentions that he is only through 12 games into the season.

        F.A.C.T.O.I.D. · 2026-10-28T19:51:43.975292
      

Cross-Outlet Cluster · I.N.K.

Schaefer looking wise, skilled beyond his years in sophomore season with Isles 1 article across outlets

      clustered at 2026-10-28T16:39:53.762075
    

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)

2026-10-28T16:39:53.751782 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": 488
}

2026-10-28T17:07:30.575593 bias_v2_scored

payload

{
  "confidence": 0.413,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "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.