Audit Trail · Article #2525876

Mom says B.C. soldier who died at CFB Wainwright was her ‘bright light’

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)

published 2026-11-08T21:02:53 · ingested 2026-11-08T16:16:39.477709

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-11-08T16:16:39.477709
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.238 confidence: 34% valhalla/distilbart-mnli-12-3

      computed at 2026-11-08T23:33:37.973635-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.238

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-11-08T23:52:07.489162

Tier-2 at: —

AI analyzed: ✓ at 2026-11-08T23:52:07.489162

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Goulding was participating in live-fire exercises at CFB Wainwright as part of training for potential overseas deployment.

        V.E.R.I.F.Y. · 2026-11-08T16:23:23.701465
      

unverified The soldier who died had been her bright light.

        V.E.R.I.F.Y. · 2026-11-08T16:23:23.701465
      

Cross-Outlet Cluster · I.N.K.

Mom says B.C. soldier who died at CFB Wainwright was her ‘bright light’ 1 article across outlets

      clustered at 2026-11-08T16:16:39.490182
    

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)

2026-11-08T16:16:39.477709 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": 4
}

2026-11-08T23:33:37.973635 bias_v2_scored

payload

{
  "confidence": 0.34,
  "ensemble_band": "center",
  "ensemble_score": 0.238,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.238
}

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