Audit Trail · Article #2544872

Umaima Miraj - The Tyee

Source article ↗ · The Tyee · outlet lean: left · owner: Tyee Solutions Society (non_profit)

published 2026-11-11T04:18:37 · ingested 2026-11-10T23:26:20.910825

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 95% vv3

The article contains no content to assess bias.

      computed at 2026-11-10T23:55:40.517518
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

ML scoring pending — backlog worker processes ~50 articles per ingest cycle.

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-10T23:55:40.517518

Tier-2 at: 2026-11-10T23:55:40.517518

AI analyzed: ✓ at 2026-11-10T23:55:40.517518

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified No verifiable claims detected.

        fact_v1 · 2026-11-10T23:55:42.149132
      

Cross-Outlet Cluster · I.N.K.

Umaima Miraj - The Tyee 1 article across outlets

      clustered at 2026-11-10T23:26:20.914911
    

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 (1 event)

2026-11-10T23:26:20.910825 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": 13762
}

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