Audit Trail · Article #2407933

Amy Hamm: B.C.’s new rockstar premier Lorne Doerkson vows to protect property rights

Source article ↗ · National Post · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-25T12:43:52 · ingested 2026-10-25T09:17:52.109779

Bias Analysis · B.I.A.S.

CENTER score: 0.60 vv3

The article presents a balanced view, highlighting Doerkson's political victory and his key campaign promise while also mentioning the loss of the previous government.

Trigger phrases: Conservatives elated at election winprojected 64 seatsoutgoing P+remier David Eby, who called a snap election

      computed at 2026-10-25T09:28:45.337496
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.666 confidence: 95% valhalla/distilbart-mnli-12-3

      computed at 2026-10-25T09:25:43.227384-04:00
    

Ensemble (heuristic + ML v2)

RIGHT score: 0.833

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-25T09:28:45.337496

Tier-2 at: 2026-10-25T09:28:45.337496

AI analyzed: ✓ at 2026-10-25T09:28:45.337496

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified No verifiable claims detected.

        fact_v1 · 2026-10-25T09:28:52.064562
      

Cross-Outlet Cluster · I.N.K.

Amy Hamm: B.C.’s new rockstar premier Lorne Doerkson vows to protect property rights 1 article across outlets

      clustered at 2026-10-25T09:17:52.117100
    

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)

2026-10-25T09:17:52.109779 ingested

payload

{
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: conservatives(+0.50\u00d71), property rights(+0.22\u00d73)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 487
}

2026-10-25T09:25:43.227384 bias_v2_scored

payload

{
  "confidence": 0.951,
  "ensemble_band": "right",
  "ensemble_score": 0.833,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.666
}

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