Audit Trail · Article #2366446

Thousands of school support workers in Nova Scotia could strike next week

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)

published 2026-10-19T20:05:55.138906 · ingested 2026-10-19T18:05:55.138906

Bias Analysis · B.I.A.S.

CENTER score: -0.20 vv3

The article does not display any clear bias towards either side of the political spectrum but leans slightly left as it focuses on the workers' concerns and potential impacts, which is often characteristic of media outlets targeting a more progressive audience.

Trigger phrases: school support workersCUPE union$1.62 per hour increase

      computed at 2026-10-19T21:13:20.643045
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.261 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T20:18:51.377934-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.369

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-19T21:13:20.643045

Tier-2 at: 2026-10-19T21:13:20.643045

AI analyzed: ✓ at 2026-10-19T21:13:20.643045

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Thousands of school support workers in Nova Scotia could strike next week.

        fact_v1 · 2026-10-19T21:13:29.624062
      

unverified CUPE says more than 5,500 people could hit the picket line next Monday.

        fact_v1 · 2026-10-19T21:13:29.624062
      

unverified The province says impacts will vary by region, with some classes continuing as normal.

        fact_v1 · 2026-10-19T21:13:29.624062
      

Cross-Outlet Cluster · I.N.K.

Thousands of school support workers in Nova Scotia could strike next week 1 article across outlets

      clustered at 2026-10-19T18:05:55.142170
    

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 (2 events)

2026-10-19T18:05:55.138906 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: union(-0.40\u00d71)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 4
}

2026-10-19T20:18:51.377934 bias_v2_scored

payload

{
  "confidence": 0.373,
  "ensemble_band": "center-left",
  "ensemble_score": -0.369,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.261
}

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