Audit Trail · Article #810962

Ukrainian fighter pilot hopefuls begin training in North Bay next month - CTV News

Source article ↗ · CTV News · outlet lean: center · owner: Bell Media (corporate)

published 2026-06-25T22:06:00 · ingested 2026-06-26T01:19:20.496996

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — defaulted center

      computed at 2026-06-26T01:19:20.496996
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.304 confidence: 43% valhalla/distilbart-mnli-12-3

      computed at 2026-06-26T03:51:21.192952+00:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.152

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Ukrainian fighter pilot hopefuls begin training in North Bay next month - CTV News 1 article across outlets

      clustered at 2026-06-26T01:19:20.642360
    

Governance — C.R.E.E.D.

A+

overall grade

99.5

By Category

Accountability {'events': 1822, 'grade': 'A+', 'score': 98.1}

Environmental {'events': 2, 'grade': 'F', 'note': 'insufficient data (2 events; minimum 100 to count toward overall)', 'provisional': True, 'score': 40.0}

Fairness {'events': 231864, 'grade': 'A+', 'score': 100.0}

Privacy {'events': 7941, 'grade': 'A+', 'score': 99.8}

Safety {'events': 558, 'grade': 'A+', 'score': 100.0}

Transparency {'events': 3590, 'grade': 'A+', 'score': 99.7}

Ethics audit by C.R.E.E.D. Institute · 245909 events tracked

Raw Audit Trail (2 events)

2026-06-26T01:19:20.496996 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 485
}

2026-06-26T03:51:21.192952 bias_v2_scored

payload

{
  "confidence": 0.434,
  "ensemble_band": "center",
  "ensemble_score": 0.152,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.304
}

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