Audit Trail · Article #2487926

How Linus Ullmark's absence exposed Ottawa Senators biggest off-season gamble

Source article ↗ · Ottawa Citizen · outlet lean: center · owner: Postmedia (corporate)

published 2026-11-03T19:31:07 · ingested 2026-11-03T14:53:38.105534

Bias Analysis · B.I.A.S.

CENTER score: 0.20 vv3

The article focuses on the performance and situation of a specific player (Linus Ullmark) without providing a balanced perspective on other team aspects, which could be interpreted as favoring a particular viewpoint.

Trigger phrases: star goaliePlan B and Plan C

      computed at 2026-11-03T15:47:56.989792
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.255 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T15:46:14.790884-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.255

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-03T15:47:56.989792

Tier-2 at: 2026-11-03T15:47:56.989792

AI analyzed: ✓ at 2026-11-03T15:47:56.989792

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Linus Ullmark did not play in Ottawa's game against the Buffalo Sabres due to scheduling issues.

        fact_v1 · 2026-11-03T15:47:57.169887
      

unverified The Senators' goal was to have Linus Ullmark face off with the Sabres, but he arrived late in the evening after the game had already started.

        fact_v1 · 2026-11-03T15:47:57.169887
      

Cross-Outlet Cluster · I.N.K.

How Linus Ullmark's absence exposed Ottawa Senators biggest off-season gamble 1 article across outlets

      clustered at 2026-11-03T14:53:38.118977
    

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)

2026-11-03T14:53:38.105534 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
}

2026-11-03T15:46:14.790884 bias_v2_scored

payload

{
  "confidence": 0.364,
  "ensemble_band": "center-left",
  "ensemble_score": -0.255,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.255
}

Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.