Audit Trail · Article #2509857

Experts decry Nunavut’s ‘Band-Aid’ approach to foster care

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

published 2026-11-06T18:01:10 · ingested 2026-11-06T14:01:01.546347

Bias Analysis · B.I.A.S.

LEFT score: -1.00 vv3

triggers: indigenous(-0.25×1)

      computed at 2026-11-06T14:01:01.546347
    

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: ✓ at 2026-11-06T15:04:12.169084

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NU

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified “The taking of Indigenous children never stopped at residential school,” said Jeremy Young, who was separated from his mother as a child

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

        heuristic-v1 · 2026-11-06T14:01:01.592321
      

unverified Tuesday’s report, the fifth over 15 years, shows little has changed

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

        heuristic-v1 · 2026-11-06T14:01:01.592321
      

Cross-Outlet Cluster · I.N.K.

Experts decry Nunavut’s ‘Band-Aid’ approach to foster care 2 articles across outlets

      clustered at 2026-11-06T11:26:33.467037
    

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 (1 event)

2026-11-06T14:01:01.546347 ingested

payload

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

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