Audit Trail · Article #2286962

Public Safety Minister, Tumbler Ridge MP speak on shooting arrest

Source article ↗ · The Globe and Mail · outlet lean: center · owner: Globe and Mail Inc. (Woodbridge) (corporate)

published 2026-10-07T13:51:48.119575 · ingested 2026-10-07T09:51:48.119575

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 80% vv3

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

Trigger phrases: Public Safety MinisterTumbler Ridge MP

      computed at 2026-10-07T09:51:48.119575
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.316 confidence: 45% valhalla/distilbart-mnli-12-3

      computed at 2026-10-07T09:57:15.951000-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.316

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-07T09:57:19.254104

Tier-2 at: —

AI analyzed: ✓ at 2026-10-07T09:53:45.391416

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Gary Anandasangaree describes it as 'devastating' to see allegations of a Washington state resident conspiring with the Tumbler Ridge shooter.

        V.E.R.I.F.Y. · 2026-10-07T09:57:19.252068
      

unverified Bob Zimmer acknowledges the arrest is an important step towards obtaining answers regarding the incident in Tumbler Ridge.

        V.E.R.I.F.Y. · 2026-10-07T09:57:19.252068
      

Cross-Outlet Cluster · I.N.K.

Morning Update: Arrest made in connection to Tumbler Ridge 3 articles across outlets

      clustered at 2026-10-07T06:48:28.651988
    

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)

2026-10-07T09:51:48.119575 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": 488
}

2026-10-07T09:57:15.951000 bias_v2_scored

payload

{
  "confidence": 0.452,
  "ensemble_band": "center-right",
  "ensemble_score": 0.316,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.316
}

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