Audit Trail · Article #2380009

Can Lorne Doerkson Become the Accidental Premier? - The Tyee

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

published 2026-10-21T02:29:02.819768 · ingested 2026-10-21T00:29:02.819768

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 80% vv3

The article seems to be centered around a political figure and the potential for him becoming Premier, which is neutral but leans slightly towards the left as it discusses political appointments in Canada.

Trigger phrases: Can Lorne Doerkson Become the Accidental Premier?political appointee

      computed at 2026-10-21T00:35:06.129831
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.323 confidence: 46% valhalla/distilbart-mnli-12-3

      computed at 2026-10-21T00:35:02.332392-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.323

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-21T00:35:06.774404

Tier-2 at: 2026-10-21T00:35:06.774404

AI analyzed: ✓ at 2026-10-21T00:35:06.129831

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 · 2026-10-21T00:35:17.785789
      

Cross-Outlet Cluster · I.N.K.

Can Lorne Doerkson Become the Accidental Premier? - The Tyee 1 article across outlets

      clustered at 2026-10-21T00:29:02.824097
    

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': 1, 'grade': 'A+', 'note': 'below minimum volume (1 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 · 1 events tracked

Raw Audit Trail (2 events)

2026-10-21T00:29:02.819768 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
}

2026-10-21T00:35:02.332392 bias_v2_scored

payload

{
  "confidence": 0.461,
  "ensemble_band": "center-right",
  "ensemble_score": 0.323,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.323
}

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