Audit Trail · Article #2482222

Three takeaways as young fourth line steps up in Flames' win over Sharks

Source article ↗ · Calgary Herald · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-11-03T05:30:46 · ingested 2026-11-03T00:53:37.221068

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 85% vv3

The article presents factual information without obvious bias, focusing on the performance of specific players in a hockey game.

Trigger phrases: FlamesSharks

      computed at 2026-11-03T00:53:37.221068
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 48% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T01:22:15.575598-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: -0.100

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-03T01:02:05.868812

Tier-2 at: 2026-11-03T01:08:21.833606

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 Stromgren's first NHL goal stands up as the winner

The article directly states this and does not include any conflicting information.

        C.O.N.D.U.I.T. · 2026-11-03T01:08:21.833606
      

true Klapka also scores while Castagna sets up both markers

Both statements are presented as factual within the context of the game's events.

        C.O.N.D.U.I.T. · 2026-11-03T01:08:21.833606
      

mixed The Flames close in on a playoff position

While this is an accurate statement based on the current standings, it implies future outcomes that may not be confirmed until the season concludes.

        C.O.N.D.U.I.T. · 2026-11-03T01:08:21.833606
      

Cross-Outlet Cluster · I.N.K.

4th-line wingers Klapka and Stromgren score to back Wolf in Flames’ 2-1 win over Sharks 3 articles across outlets

      clustered at 2026-11-02T23:53:36.126996
    

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)

2026-11-03T00:53:37.221068 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
}

2026-11-03T01:22:15.575598 bias_v2_scored

payload

{
  "confidence": 0.478,
  "ensemble_band": "center",
  "ensemble_score": -0.1,
  "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.