Audit Trail · Article #2340815

Indigenous leaders urge vote to remain in Canada ahead of Alberta referendum - Windspeaker.com

Source article ↗ · Windspeaker · outlet lean: center-left · owner: Aboriginal Multi-Media Society (non_profit)

published 2026-10-15T17:13:21.599057 · ingested 2026-10-15T13:13:21.599057

Bias Analysis · B.I.A.S.

CENTER score: -0.50 confidence: 90% vv3

The article presents perspectives from Indigenous leaders who are advocating for a 'remain' vote, which suggests a bias towards maintaining the current political status quo.

Trigger phrases: Indigenous leaders urgeurging a 'remain' vote

      computed at 2026-10-15T15:18:46.856396
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.330 confidence: 47% valhalla/distilbart-mnli-12-3

      computed at 2026-10-15T14:54:59.827337-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.335

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-15T15:18:46.856396

Tier-2 at: 2026-10-15T15:18:46.856396

AI analyzed: ✓ at 2026-10-15T15:18:46.856396

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified (no factual claims extracted)

(model returned no claims for this article)

        V.E.R.I.F.Y. · 2026-10-15T14:56:06.120076
      

Cross-Outlet Cluster · I.N.K.

Carney, Poilievre bring federalist push to Alberta ahead of referendum vote 3 articles across outlets

      clustered at 2026-10-15T13:12:30.059105
    

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)

2026-10-15T13:13:21.599057 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: indigenous(-0.25\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 14340
}

2026-10-15T14:54:59.827337 bias_v2_scored

payload

{
  "confidence": 0.472,
  "ensemble_band": "center-left",
  "ensemble_score": -0.335,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.33
}

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