Audit Trail · Article #2305161

Bill C-39 committee opens with opposition push for Dabrusin testimony, longer timelines

Source article ↗ · iPolitics · outlet lean: center · owner: iPolitics Inc. (independent)

published 2026-10-09T17:35:21 · ingested 2026-10-09T13:48:29.974119

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-09T13:48:29.974119
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.369 confidence: 53% valhalla/distilbart-mnli-12-3

      computed at 2026-10-09T13:57:53.446464-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.369

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-09T13:56:38.542829

Tier-2 at: —

AI analyzed: ✓ at 2026-10-09T13:55:27.249772

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (5)

unverified The special committee opened its first meeting shortly before the House breaks for Thanksgiving.

        fact_v1 · 2026-10-09T13:55:32.245839
      

unverified The omnibus bill plans to modify the project permitting process and labor dispute resolution procedures.

        fact_v1 · 2026-10-09T13:55:32.245839
      

unverified There is opposition pushing for Dabrusin testimony during the initial meeting of the committee.

        fact_v1 · 2026-10-09T13:55:32.245839
      

unverified The special committee held its first meeting ahead of Thanksgiving break.

        V.E.R.I.F.Y. · 2026-10-09T13:56:38.351343
      

unverified It signaled a desire for quick action on an omnibus bill with project permitting changes and labor dispute resolution reforms.

        V.E.R.I.F.Y. · 2026-10-09T13:56:38.351343
      

Cross-Outlet Cluster · I.N.K.

Bill C-39 committee opens with opposition push for Dabrusin testimony, longer timelines 1 article across outlets

      clustered at 2026-10-09T13:48:29.980513
    

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)

2026-10-09T13:48:29.974119 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": 489
}

2026-10-09T13:57:53.446464 bias_v2_scored

payload

{
  "confidence": 0.526,
  "ensemble_band": "center-right",
  "ensemble_score": 0.369,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.369
}

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