Audit Trail · Article #2515483

What GNWT will do after investigation into ‘preventable’ Dehcho deaths

Source article ↗ · Cabin Radio · outlet lean: center · owner: Cabin Radio Ltd (independent)

published 2026-11-07T12:06:00 · ingested 2026-11-07T07:19:32.778002

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

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

      computed at 2026-11-07T07:19:32.778002
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 40% valhalla/distilbart-mnli-12-3

      computed at 2026-11-07T09:38:28.376521-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-11-07T07:40:57.859822

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NT

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

mixed The GNWT accepted 18 recommendations from an investigation into three residents' deaths in 2025, but said it isn't in a position to make all of the changes yet

Rule-based: source_credibility=False, has_stat=True, hedged=True

        heuristic-v1 · 2026-11-07T07:19:32.799642
      

Cross-Outlet Cluster · I.N.K.

What GNWT will do after investigation into ‘preventable’ Dehcho deaths 1 article across outlets

      clustered at 2026-11-07T07:19:32.790128
    

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)

2026-11-07T07:19:32.778002 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": 14335
}

2026-11-07T09:38:28.376521 bias_v2_scored

payload

{
  "confidence": 0.4,
  "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.