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Audit Trail · Article #2431033

Gould: Calgary Flames prospect Theo Stockselius off to Swede start with Djurgardens

Source article ↗ · Calgary Herald · outlet lean: center-right · owner: Postmedia (corporate)
published 2026-10-28T19:12:46 · ingested 2026-10-28T15:39:58.203195
Bias Analysis · B.I.A.S.
CENTER score: 0.10 vv3
The article focuses on the Flames' scouting and development efforts, which may have a slightly positive bias towards the team's prospects.
Trigger phrases: hopeturn over a new leaf
computed at 2026-10-28T15:39:58.203195
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 58% valhalla/distilbart-mnli-12-3
computed at 2026-10-28T16:05:32.447345-04:00
Ensemble (heuristic + ML v2)
CENTER score: 0.000
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-28T16:09:12.971630
Tier-2 at: 2026-10-29T04:21:38.819144
AI analyzed: ✗
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: AB
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true The Calgary Flames hope Theo Stockselius can help them turn over a new leaf after a recent run of forgettable second-round draft picks.
This statement is directly supported by the content and reflects the article's main narrative.
V.E.R.I.F.Y. · 2026-10-29T04:21:38.819144
true Since hitting a home run with Rasmus Andersson in the 2015 draft, the Flames have struggled to find difference-makers in round two.
The article provides statistical evidence supporting this claim.
V.E.R.I.F.Y. · 2026-10-29T04:21:38.819144
true Stockselius is already taking regular shifts with illustrious Swedish men’s club Djurgårdens IF, with the expectation that he’ll be coming to North America next season.
The article explicitly states this information.
V.E.R.I.F.Y. · 2026-10-29T04:21:38.819144
Cross-Outlet Cluster · I.N.K.
Gould: Calgary Flames prospect Theo Stockselius off to Swede start with Djurgardens 1 article across outlets
clustered at 2026-10-28T15:39:58.212976
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": 13757
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.577,
  "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.