Audit Trail · Article #2510645

Nunavut government, union in arbitration over casual student support assistants - CBC

Source article ↗ · CBC North · outlet lean: center · owner: CBC/Radio-Canada (public)

published 2026-11-06T22:22:52 · ingested 2026-11-06T17:54:41.195955

Bias Analysis · B.I.A.S.

LEFT score: -1.00 vv3

triggers: union(-0.40×3)

      computed at 2026-11-06T17:54:41.195955
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

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

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-11-08T18:13:17.313862

Tier-2 at: —

AI analyzed: ✓ at 2026-11-06T18:02:18.628158

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NU

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Nunavut government is in dispute with the union regarding the employment of casual student support assistants.

        V.E.R.I.F.Y. · 2026-11-08T18:13:17.306679
      

unverified The arbitration process involves the government and a trade union over these workers' conditions.

        V.E.R.I.F.Y. · 2026-11-08T18:13:17.306679
      

Cross-Outlet Cluster · I.N.K.

Nunavut government, union in arbitration over casual student support assistants - CBC 1 article across outlets

      clustered at 2026-11-06T17:54:41.199511
    

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)

2026-11-06T17:54:41.195955 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: union(-0.40\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 14334
}

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