Audit Trail · Article #2397601

Pitching in: Chess for Life introduces young offenders to the game

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

published 2026-10-23T15:29:51 · ingested 2026-10-23T11:59:32.316279

Bias Analysis · B.I.A.S.

CENTER score: 0.20 confidence: 85% vv3

The article presents a balanced view, highlighting the benefits of chess for young offenders and those in correctional facilities without taking sides or advocating for controversial viewpoints.

Trigger phrases: non-profit programvolunteers from the city and the universityreliable judge

      computed at 2026-10-23T11:59:32.316279
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 34% valhalla/distilbart-mnli-12-3

      computed at 2026-10-23T12:17:14.332729-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-23T12:14:23.933366

Tier-2 at: 2026-11-01T01:28:19.750852

AI analyzed: ✓ at 2026-10-23T12:14:16.829241

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (3)

true In September, 2016, Alberta judge Derek Redman handed down a sentence to a young offender that made headlines across the country.

The article provides specific details about the sentencing and its national coverage.

        P.R.O.O.F. · 2026-11-01T01:28:19.750852
      

true Dr. Grigg launched Chess for Life, offering chess lessons to young offenders in 2017.

The article directly states this information and provides context through interviews with Dr. Grigg.

        P.R.O.O.F. · 2026-11-01T01:28:19.750852
      

true Chess for Life relies on volunteers from the city and the university, many of whom are students studying neuroscience and psychology.

The article mentions specific volunteers and their backgrounds to support this claim.

        P.R.O.O.F. · 2026-11-01T01:28:19.750852
      

Cross-Outlet Cluster · I.N.K.

Pitching in: Chess for Life introduces young offenders to the game 1 article across outlets

      clustered at 2026-10-23T11:59:32.325992
    

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)

2026-10-23T11:59:32.316279 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
}

2026-10-23T12:17:14.332729 bias_v2_scored

payload

{
  "confidence": 0.339,
  "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.