Audit Trail · Article #2451754
Argonauts’ Tyler Kahmann named CFL’s outstanding rookie
Source article ↗
· The Globe and Mail
· outlet lean: center
· owner: Globe and Mail Inc. (Woodbridge) (corporate)
published 2026-10-30T21:47:28
· ingested 2026-10-30T17:59:41.696385
Bias Analysis · B.I.A.S.
CENTER-RIGHT
score: 0.20
confidence: 80%
vv3
The article focuses on the achievements of a player without any evident bias towards or against him, presenting his accomplishments and quotes from his coach in an objective manner.
Trigger phrases:
he’s such a great guysuper happy for him
computed at 2026-10-30T17:59:41.696385
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER
score: 0.000
confidence: 43%
valhalla/distilbart-mnli-12-3
computed at 2026-10-30T18:04:09.621116-04:00
Ensemble (heuristic + ML v2)
CENTER
score: 0.000
Analysis Tier
Tier:
quick_v1+full
Tier-1 at:
2026-10-30T18:03:56.320097
Tier-2 at:
2026-10-30T18:19:04.362529
AI analyzed:
✗
Geographic Extraction · L.O.C.A.L.
Country: —
Province: —
Scope: unmappable
Fact-Check Claims · V.E.R.I.F.Y. (3)
true
Tyler Kahmann was named the CFL's top rookie of the season.
The article clearly states that Tyler Kahmann was named the CFL’s outstanding rookie, and this is supported by quotes from his coach.
E.C.H.O. · 2026-10-30T18:19:04.362529
true
Kahmann excelled in multiple aspects of the game including blocking and catching.
The article mentions his performance in various areas such as blocking and catching the ball, backed by statements from his coach.
E.C.H.O. · 2026-10-30T18:19:04.362529
true
Toronto Argonauts finished second in the East standings with Kahmann's help.
The article states that Toronto (9-9) finished second in the East standings and will host the Winnipeg Blue Bombers in a division semifinal.
E.C.H.O. · 2026-10-30T18:19:04.362529
Cross-Outlet Cluster · I.N.K.
Argonauts’ Tyler Kahmann named CFL’s outstanding rookie
1 article across outlets
clustered at 2026-10-30T17:59:41.731098
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)
-
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 } -
bias_v2_scored
payload
{ "confidence": 0.426, "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.