Audit Trail · Article #2410335

Comment David Eby a perdu son pari en Colombie-Britannique

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)

published 2026-10-25T20:54:00 · ingested 2026-10-25T17:42:50.914315

Bias Analysis · B.I.A.S.

LEFT score: -0.40 confidence: 85% vv3

The article focuses on the unexpected victory of the conservative party and criticizes the NDP's decision to call early elections, which is seen as a strategic misstep.

Trigger phrases: error monumentalestrategic misstep

      computed at 2026-10-25T17:42:50.914315
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.507 confidence: 72% valhalla/distilbart-mnli-12-3

      computed at 2026-10-25T17:45:13.436081-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.507

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-25T17:45:28.119086

Tier-2 at: 2026-10-31T07:49:46.018279

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

true The conservative party won the election or leads in most constituencies, marking an almost unthinkable result given previous outcomes.

This is a factual statement based on the reported results of the election.

        E.C.H.O. · 2026-10-31T07:49:46.018279
      

true David Eby called for early elections hoping to strengthen his party's mandate but instead lost control of the government.

The article details that Eby called for an early election in September, and the results show he lost his majority.

        E.C.H.O. · 2026-10-31T07:49:46.018279
      

true Experts criticize David Eby's decision to call for early elections as a strategic error with major consequences.

Both experts quoted in the article provide similar criticisms of Eby’s decision-making regarding the election timing.

        E.C.H.O. · 2026-10-31T07:49:46.018279
      

Cross-Outlet Cluster · I.N.K.

Comment David Eby a perdu son pari en Colombie-Britannique 1 article across outlets

      clustered at 2026-10-25T17:42:50.925070
    

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)

2026-10-25T17:42:50.914315 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 592
}

2026-10-25T17:45:13.436081 bias_v2_scored

payload

{
  "confidence": 0.725,
  "ensemble_band": "center-right",
  "ensemble_score": 0.507,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.507
}

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