Audit Trail · Article #2367190

B.C. NDP and Conservatives get 'failing grade' for fiscal reality, says economist

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

published 2026-10-20T00:19:42 · ingested 2026-10-19T20:35:59.712531

Bias Analysis · B.I.A.S.

CENTER score: -0.09 vv3

triggers: ndp(-0.60×3), conservatives(+0.50×3)

      computed at 2026-10-19T20:35:59.712531
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.304 confidence: 43% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T20:51:59.672939-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.106

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-19T20:52:51.675391

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Werner Antweiler, an economics professor at UBC, said both parties need to be more transparent about potential cuts and tax increases in the future.

        fact_v1 · 2026-10-19T20:53:01.872869
      

unverified Antweiler noted that both B.C. NDP and Conservatives should show a higher degree of reality regarding upcoming fiscal changes.

        fact_v1 · 2026-10-19T20:53:01.872869
      

Cross-Outlet Cluster · I.N.K.

B.C. NDP and Conservatives get 'failing grade' for fiscal reality, says economist 1 article across outlets

      clustered at 2026-10-19T20:35:59.721828
    

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)

2026-10-19T20:35:59.712531 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d73), conservatives(+0.50\u00d73)",
    "score": -0.091,
    "signal_detected": true
  },
  "source_id": 593
}

2026-10-19T20:51:59.672939 bias_v2_scored

payload

{
  "confidence": 0.434,
  "ensemble_band": "center",
  "ensemble_score": 0.106,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.304
}

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