Audit Trail · Article #2496003

Six Nations students’ academics up, but attendance down

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

published 2026-11-04T16:14:39 · ingested 2026-11-04T11:37:42.425969

Bias Analysis · B.I.A.S.

LEFT score: -1.00 vv3

triggers: indigenous(-0.25×1)

      computed at 2026-11-04T11:37:42.425969
    

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 2026-11-04T11:59:26.339683

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Claudine VanEvery, Grand Erie District School Board Trustee presented the annual report under its Education Services Agreement at Six Nations Elected Council (SNEC) General Council meeting on October 27

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

        heuristic-v1 · 2026-11-04T11:37:42.441517
      

unverified The 2025-2026 report outlined student achievement data, culturally affirming programming and transition supports and identified priorities for the coming school year

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

        heuristic-v1 · 2026-11-04T11:37:42.441517
      

unverified Julie White, superintendent of Indigenous Education said continued collaboration between schools, families and the community will be essential to improving student outcomes

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

        heuristic-v1 · 2026-11-04T11:37:42.441517
      

Cross-Outlet Cluster · I.N.K.

Six Nations students’ academics up, but attendance down 1 article across outlets

      clustered at 2026-11-04T11:37:42.434155
    

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)

2026-11-04T11:37:42.425969 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.