Audit Trail · Article #2479143

Students of the game

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

published 2026-11-02T22:35:54 · ingested 2026-11-02T17:53:37.443408

Bias Analysis · B.I.A.S.

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

The article presents a balanced view without leaning heavily towards any political stance, but it does not provide substantial evidence to support its claims.

Trigger phrases: students of the game

      computed at 2026-11-02T17:53:37.443408
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.296 confidence: 42% valhalla/distilbart-mnli-12-3

      computed at 2026-11-02T18:07:22.674846-05:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.296

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-02T18:11:15.350428

Tier-2 at: 2026-11-02T18:24:17.948905

AI analyzed: ✓ at 2026-11-02T18:07:18.771672

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: MB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true This article discusses students who are passionate about sports and their involvement in various activities.

The text clearly states that it focuses on students interested in sports, which is a factual claim.

        T.A.L.O.N. · 2026-11-02T18:24:17.948905
      

mixed It mentions the positive impact of such involvement on personal development.

While there might be evidence supporting this claim, the article does not provide specific data or examples to verify it.

        T.A.L.O.N. · 2026-11-02T18:24:17.948905
      

Cross-Outlet Cluster · I.N.K.

Students of the game 1 article across outlets

      clustered at 2026-11-02T17:53:37.448910
    

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)

2026-11-02T17:53:37.443408 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
}

2026-11-02T18:07:22.674846 bias_v2_scored

payload

{
  "confidence": 0.423,
  "ensemble_band": "center-right",
  "ensemble_score": 0.296,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.296
}

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