Audit Trail · Article #2400590

Kalieb Osborne, Shamar Porter guide UConn to 35-16 victory over UMass - Toronto Star

Source article ↗ · Toronto Star · outlet lean: center-left · owner: Torstar (corporate)

published 2026-10-24T02:52:30 · ingested 2026-10-24T00:14:26.036094

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 100% vv3

The article is a straightforward report on the football game and does not include any overtly positive or negative language that would suggest bias.

      computed at 2026-10-24T00:14:26.036094
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.276 confidence: 40% valhalla/distilbart-mnli-12-3

      computed at 2026-10-24T00:22:56.628607-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.276

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-24T00:35:19.458933

Tier-2 at: 2026-10-31T21:03:01.832125

AI analyzed: ✓ at 2026-10-24T00:35:19.458933

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Kalieb Osborne, Shamar Porter guide UConn to 35-16 victory over UMass

The title and body of the article clearly state that these two players led their team to a win.

        V.E.R.I.F.Y. · 2026-10-31T21:03:01.832125
      

Cross-Outlet Cluster · I.N.K.

Kalieb Osborne, Shamar Porter guide UConn to 35-16 victory over UMass 2 articles across outlets

      clustered at 2026-10-23T23:05:16.364527
    

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)

2026-10-24T00:14:26.036094 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": 486
}

2026-10-24T00:22:56.628607 bias_v2_scored

payload

{
  "confidence": 0.395,
  "ensemble_band": "center-right",
  "ensemble_score": 0.276,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.276
}

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