Audit Trail · Article #304382

Writers weigh in on the premise that colonialism, genocide of Indigenous peoples is a structure, not a past event - Windspeaker.com

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

published 2025-12-01T08:00:00 · ingested 2026-05-18T14:06:53.931160

Bias Analysis · B.I.A.S.

LEFT score: -0.86 vv3

triggers: mark carney(-0.15×1), pipeline(+0.25×1), reconciliation(-0.30×1), indigenous(-0.25×3), first nations(-0.20×1), residential schools(-0.30×1), colonialism(-0.35×3), settler(-0.30×1), privilege(-0.30×1)

      computed at 2026-05-18T14:06:53.931160
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

ML scoring pending — backlog worker processes ~50 articles per ingest cycle.

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: —

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Writers weigh in on the premise that colonialism, genocide of Indigenous peoples is a structure, not a past event - Windspeaker.com 1 article across outlets

      clustered at 2026-05-18T14:06:54.070148
    

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': 1, 'grade': 'A+', 'note': 'below minimum volume (1 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 · 1 events tracked

Raw Audit Trail (1 event)

2026-05-18T14:06:53.931160 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v1",
    "rationale": "triggers: indigenous(-0.30)",
    "score": -1.0
  },
  "source_id": 14340
}

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