Audit Trail · Article #2339456

No. 18 Oklahoma State’s fast turnaround sets up a huge Big 12 test at No. 20 Houston

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

published 2026-10-15T10:11:49 · ingested 2026-10-15T06:19:15.186796

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-15T06:19:15.186796
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.280 confidence: 40% valhalla/distilbart-mnli-12-3

      computed at 2026-10-15T06:25:51.424137-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.280

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-15T06:33:24.226039

Tier-2 at: —

AI analyzed: ✓ at 2026-10-15T06:26:13.924778

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: MB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (5)

unverified No. 18 Oklahoma State’s fast turnaround has prepared them well for a tough Big 12 test against No. 20 Houston.

        fact_v1 · 2026-10-15T06:26:18.525784
      

unverified Oklahoma State is currently ranked No. 18 in the country, indicating their strong position within college football.

        fact_v1 · 2026-10-15T06:26:18.525784
      

unverified Houston is currently ranked No. 20 and could pose significant challenges to Oklahoma State’s upcoming game.

        fact_v1 · 2026-10-15T06:26:18.525784
      

unverified Oklahoma State's high finish rate is evident in their game against Texas

        V.E.R.I.F.Y. · 2026-10-15T06:33:24.223644
      

unverified Houston faces a significant challenge due to Oklahoma State’s low finish rate in Big 12 games

        V.E.R.I.F.Y. · 2026-10-15T06:33:24.223644
      

Cross-Outlet Cluster · I.N.K.

No. 18 Oklahoma State’s fast turnaround sets up a huge Big 12 test at No. 20 Houston 2 articles across outlets

      clustered at 2026-10-15T06:19:15.192576
    

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)

2026-10-15T06:19:15.186796 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
}

2026-10-15T06:25:51.424137 bias_v2_scored

payload

{
  "confidence": 0.4,
  "ensemble_band": "center-right",
  "ensemble_score": 0.28,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.28
}

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