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Audit Trail · Article #2406945

How an Ottawa-based fantasy sports creator hopes to turn 'casual fans into superfans'

Source article ↗ · Ottawa Citizen · outlet lean: center · owner: Postmedia (corporate)
published 2026-10-25T08:00:35 · ingested 2026-10-25T04:31:05.897072
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.20 confidence: 80% vv3
The article presents a positive view of the fantasy sports platform but does not include critical commentary or skepticism, which could be seen as mildly favoring the company.
Trigger phrases: turn new and casual fans into superfansthe most fun way to play fantasy sports
computed at 2026-10-25T05:28:37.851235
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 43% valhalla/distilbart-mnli-12-3
computed at 2026-10-25T04:37:44.132792-04:00
Ensemble (heuristic + ML v2)
CENTER score: 0.000
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-25T05:32:17.160501
Tier-2 at: 2026-10-31T11:43:54.512566
AI analyzed: ✓ at 2026-10-25T05:28:37.851235
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: ON
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true Game of Sports allows users to draft multiple sports leagues in one platform.
The article explicitly states that the platform supports multi-sport leagues, including women's sports leagues.
E.C.H.O. · 2026-10-31T11:43:54.512566
true Users can create a customizable and year-round roster through these multi-sport leagues.
The founder of Game of Sports is quoted explaining this feature in detail.
E.C.H.O. · 2026-10-31T11:43:54.512566
true Game of Sports aims to make fantasy sports more accessible and low-maintenance for new or casual users.
Kevin Joyce, the platform's founder, states that the goal is to 'make fantasy sports become a more accessible, low-maintenance activity.'
E.C.H.O. · 2026-10-31T11:43:54.512566
Cross-Outlet Cluster · I.N.K.
How an Ottawa-based fantasy sports creator hopes to turn 'casual fans into superfans' 1 article across outlets
clustered at 2026-10-25T04:31:05.904976
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)
  1. 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": 595
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.434,
  "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.