Audit Trail · Article #2377874

Vaughn Palmer: B.C. NDP, Tories both vague on tough budget questions

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

published 2026-10-20T23:16:58 · ingested 2026-10-20T19:23:24.185161

Bias Analysis · B.I.A.S.

CENTER score: -0.40 confidence: 80% vv3

The article presents a balanced view between the B.C. NDP and Conservative parties without showing clear bias towards either side.

Trigger phrases: both vaguepolitical cover

      computed at 2026-10-20T19:34:54.728802
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.320 confidence: 46% valhalla/distilbart-mnli-12-3

      computed at 2026-10-20T19:34:35.128612-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.167

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-20T19:35:53.427049

Tier-2 at: 2026-10-20T19:34:54.728802

AI analyzed: ✓ at 2026-10-20T19:34:54.728802

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (6)

unverified David Eby's massive deficit

        fact_v1 · 2026-10-20T19:35:04.422664
      

unverified Conservative government has political cover for massive cuts

        fact_v1 · 2026-10-20T19:35:04.422664
      

unverified Vaughn Palmer: B.C. NDP both vague on tough budget questions

        fact_v1 · 2026-10-20T19:35:04.422664
      

unverified Opinion: David Eby's massive deficit leaves a Conservative government with political cover if it decides massive cuts are needed.

        V.E.R.I.F.Y. · 2026-10-20T19:35:53.333166
      

unverified Title: Vaughn Palmer: B.C. NDP, Tories both vague on tough budget questions

        V.E.R.I.F.Y. · 2026-10-20T19:35:53.333166
      

unverified Body: Opinion: David Eby's massive deficit leaves a Conservative government with political cover if it decides massive cuts are needed

        V.E.R.I.F.Y. · 2026-10-20T19:35:53.333166
      

Cross-Outlet Cluster · I.N.K.

Vaughn Palmer: B.C. NDP, Tories both vague on tough budget questions 1 article across outlets

      clustered at 2026-10-20T19:23:24.191298
    

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)

2026-10-20T19:23:24.185161 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d73), conservative(+0.50\u00d71), tories(+0.45\u00d73)",
    "score": 0.014,
    "signal_detected": true
  },
  "source_id": 593
}

2026-10-20T19:34:35.128612 bias_v2_scored

payload

{
  "confidence": 0.457,
  "ensemble_band": "center",
  "ensemble_score": 0.167,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.32
}

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