Audit Trail · Article #2407127

B.C. Election: 8 take-aways after a landslide Conservative win

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

published 2026-10-25T08:32:31 · ingested 2026-10-25T05:54:46.949258

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 80% vv3

The article focuses on the Conservative win and the loss for the NDP, which might be interpreted as a shift to the right in political dynamics.

Trigger phrases: Conservative winNDP lost their leader

      computed at 2026-10-25T05:59:39.829711
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.451 confidence: 64% valhalla/distilbart-mnli-12-3

      computed at 2026-10-25T06:00:49.633890-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.440

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-25T05:59:39.829711

Tier-2 at: 2026-10-25T05:59:39.829711

AI analyzed: ✓ at 2026-10-25T05:59:39.829711

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified B.C. got a new premier.

        fact_v1 · 2026-10-25T05:59:42.927412
      

unverified The NDP lost their leader.

        fact_v1 · 2026-10-25T05:59:42.927412
      

unverified Voter turnout was lower during the election.

        fact_v1 · 2026-10-25T05:59:42.927412
      

Cross-Outlet Cluster · I.N.K.

B.C. Election: 8 take-aways after a landslide Conservative win 1 article across outlets

      clustered at 2026-10-25T05:54:46.958291
    

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)

2026-10-25T05:54:46.949258 ingested

payload

{
  "bias": {
    "band": "center-right",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d71), conservative(+0.50\u00d73)",
    "score": 0.429,
    "signal_detected": true
  },
  "source_id": 593
}

2026-10-25T06:00:49.633890 bias_v2_scored

payload

{
  "confidence": 0.644,
  "ensemble_band": "center-right",
  "ensemble_score": 0.44,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.451
}

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