Audit Trail · Article #2441342

Receiver Tyler Kahmann has enjoyed solid rookie season with Toronto Argonauts

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

published 2026-10-29T20:52:52 · ingested 2026-10-29T17:00:17.718306

Bias Analysis · B.I.A.S.

CENTER score: 0.20 confidence: 80% vv3

The article presents a balanced view without significant bias towards either positive or negative aspects of the player's performance.

Trigger phrases: solid rookie seasonenjoyed

      computed at 2026-10-29T17:00:17.718306
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 53% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T17:03:09.111591-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T18:09:46.462879

Tier-2 at: 2026-10-29T20:10:45.891336

AI analyzed: ✓ at 2026-10-29T17:57:36.220777

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Receiver Tyler Kahmann has enjoyed a solid rookie season with Toronto Argonauts

The article directly states that Kahmann's performance has been positive, supported by the use of 'solid' and 'enjoyed'.

        C.H.E.C.K. · 2026-10-29T20:10:45.891336
      

Cross-Outlet Cluster · I.N.K.

Kahmann enjoying solid rookie season with Argos 2 articles across outlets

      clustered at 2026-10-29T16:59:38.413422
    

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)

2026-10-29T17:00:17.718306 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
}

2026-10-29T17:03:09.111591 bias_v2_scored

payload

{
  "confidence": 0.529,
  "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.