Audit Trail · Article #2448088

How the B.C. Conservatives toppled David Eby: Anthony Koch

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

published 2026-10-30T13:09:01 · ingested 2026-10-30T09:29:44.997562

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.50 confidence: 90% vv3

The article presents a neutral perspective on the political events in British Columbia, focusing on the strategic shift by the Conservatives rather than taking sides.

Trigger phrases: colossal mistakeConservatives into unity

      computed at 2026-10-30T09:41:20.720561
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.403 confidence: 58% valhalla/distilbart-mnli-12-3

      computed at 2026-10-30T10:24:19.015759-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.102

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-30T09:45:55.129694

Tier-2 at: 2026-10-30T10:22:15.517579

AI analyzed: ✓ at 2026-10-30T09:41:20.720561

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (1)

true The NDP's colossal mistake jolted the Conservatives into unity

The article suggests a clear action-reaction dynamic between the opposition parties, implying that the NDP’s actions led to a strategic shift within the Conservative party.

        P.R.O.O.F. · 2026-10-30T10:22:15.517579
      

Cross-Outlet Cluster · I.N.K.

How the B.C. Conservatives toppled David Eby: Anthony Koch 1 article across outlets

      clustered at 2026-10-30T09:29:45.034784
    

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)

2026-10-30T09:29:44.997562 ingested

payload

{
  "bias": {
    "band": "center-right",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d71), conservatives(+0.50\u00d73)",
    "score": 0.429,
    "signal_detected": true
  },
  "source_id": 487
}

2026-10-30T10:24:19.015759 bias_v2_scored

payload

{
  "confidence": 0.576,
  "ensemble_band": "center",
  "ensemble_score": 0.102,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.403
}

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