Audit Trail · Article #2508714

Indigenous peoples have to remain vigilant on energy, says former First Nations chief

Source article ↗ · Turtle Island News · outlet lean: center · owner: Turtle Island News (non_profit)

published 2026-11-06T13:59:22 · ingested 2026-11-06T09:13:20.919902

Bias Analysis · B.I.A.S.

LEFT score: -1.00 vv3

triggers: reconciliation(-0.30×1), indigenous(-0.25×3), first nations(-0.20×3)

      computed at 2026-11-06T09:13:20.919902
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 46% valhalla/distilbart-mnli-12-3

      computed at 2026-11-06T11:02:26.376426-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.500

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-11-06T09:28:07.555317

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified By Marieke Glorieux-Stryckman The former chief of the Assembly of First Nations for Quebec and Labrador said he believes the energy industry is heading in the right direction in terms of reconciliation

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

        heuristic-v1 · 2026-11-06T09:13:20.938178
      

unverified The former chief, who is from the Innu community of Pessamit, praised an effort by Hydro-Québec in recent years to include First Nations and Inuit in energy development projects, citing the utility’s 2035 action plan, which lists creating partnerships with Indigenous communities as a

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

        heuristic-v1 · 2026-11-06T09:13:20.938178
      

Cross-Outlet Cluster · I.N.K.

Indigenous peoples have to remain vigilant on energy, says former First Nations chief 1 article across outlets

      clustered at 2026-11-06T09:13:20.929265
    

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)

2026-11-06T09:13:20.919902 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: reconciliation(-0.30\u00d71), indigenous(-0.25\u00d73), first nations(-0.20\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 14343
}

2026-11-06T11:02:26.376426 bias_v2_scored

payload

{
  "confidence": 0.461,
  "ensemble_band": "center-left",
  "ensemble_score": -0.5,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

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