Audit Trail · Article #2420903

Media Advisory: Indigenous, labour, and environmental groups unite against Bill C-39 with mass rally in Toronto as part of a Week of Action

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

published 2026-10-27T14:36:38.691714 · ingested 2026-10-27T12:36:38.691714

Bias Analysis · B.I.A.S.

LEFT score: -1.00 confidence: 80% vv3

triggers: indigenous(-0.25×3)

Trigger phrases: Indigenous leadersattacks on Indigenous communitiesIdle No More 2.0

      computed at 2026-10-27T12:36:38.691714
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.273 confidence: 39% valhalla/distilbart-mnli-12-3

      computed at 2026-10-27T12:41:42.175254-04:00
    

Ensemble (heuristic + ML v2)

LEFT score: -0.637

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-10-27T12:39:04.359172

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified 27, 2026 (GLOBE NEWSWIRE) — Indigenous leaders have called for an Idle No More 2.0 in the midst of attacks on Indigenous communities including from the federal government’s “Building Canada Strong Act” (Bill C-39)

Rule-based: source_credibility=False, has_stat=True, hedged=False

        heuristic-v1 · 2026-10-27T12:36:38.705437
      

Cross-Outlet Cluster · I.N.K.

Media Advisory: Indigenous, labour, and environmental groups unite against Bill C-39 with mass rally in Toronto as part of a Week of Action 1 article across outlets

      clustered at 2026-10-27T12:36:38.696733
    

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': 2, 'grade': 'A+', 'note': 'below minimum volume (2 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 · 2 events tracked

Raw Audit Trail (2 events)

2026-10-27T12:36:38.691714 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: indigenous(-0.25\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 13764
}

2026-10-27T12:41:42.175254 bias_v2_scored

payload

{
  "confidence": 0.391,
  "ensemble_band": "left",
  "ensemble_score": -0.637,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.273
}

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