Audit Trail · Article #2393848

Vaughn Palmer: Can Lorne Doerkson keep B.C. Conservatives, with their history of infighting, united?

Source article ↗ · Vancouver Sun · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-22T23:18:27 · ingested 2026-10-22T19:52:03.569907

Bias Analysis · B.I.A.S.

CENTER score: -0.20 vv3

The article presents the Conservatives as chaotic and divided, contrasting them with the NDP's unity. Key phrases include 'fractured into three pieces', 'headline-making chaos', and 'in chaos since the last election'.

Trigger phrases: fractured into three piecesheadline-making chaosin chaos since the last election

      computed at 2026-10-22T20:09:55.798918
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.473 confidence: 68% valhalla/distilbart-mnli-12-3

      computed at 2026-10-22T20:06:09.331830-04:00
    

Ensemble (heuristic + ML v2)

RIGHT score: 0.736

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-22T20:09:55.798918

Tier-2 at: 2026-10-22T20:09:55.798918

AI analyzed: ✓ at 2026-10-22T20:09:55.798918

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Lorne Doerkson has run a successful campaign.

        fact_v1 · 2026-10-22T20:10:10.430591
      

unverified It's another thing to hold a party together for four years.

        fact_v1 · 2026-10-22T20:10:10.430591
      

unverified Fractured Conservative government could lead to infighting over policy.

        fact_v1 · 2026-10-22T20:10:10.430591
      

Cross-Outlet Cluster · I.N.K.

Vaughn Palmer: Can Lorne Doerkson keep B.C. Conservatives, with their history of infighting, united? 1 article across outlets

      clustered at 2026-10-22T19:52:03.577995
    

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)

2026-10-22T19:52:03.569907 ingested

payload

{
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: conservatives(+0.50\u00d73)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 593
}

2026-10-22T20:06:09.331830 bias_v2_scored

payload

{
  "confidence": 0.676,
  "ensemble_band": "right",
  "ensemble_score": 0.736,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.473
}

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