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Audit Trail · Article #2431403

Nova Scotia school support workers could strike Monday if no deal reached

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)
published 2026-10-28T20:11:51 · ingested 2026-10-28T16:39:50.491838
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.50 confidence: 80% vv3
The article provides a balanced view by including perspectives from both the union and the government, but leans slightly towards the workers' perspective with more emphasis on their demands.
Trigger phrases: unionstrike noticedemandsprovincial offer
computed at 2026-10-28T16:39:50.491838
ML Bias Signal · DistilBERT Zero-Shot (v2)
LEFT score: -0.246 confidence: 35% valhalla/distilbart-mnli-12-3
computed at 2026-10-28T17:10:52.447101-04:00
Ensemble (heuristic + ML v2)
LEFT score: -0.623
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-28T17:08:09.365985
Tier-2 at: 2026-10-29T01:25:06.847254
AI analyzed: ✓ at 2026-10-28T17:02:28.483246
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: NS
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true The union is preparing for a province-wide strike starting next Monday if no deal is reached.
This information is directly stated in the article and supported by quotes from the union chair.
F.A.C.T.O.I.D. · 2026-10-29T01:25:06.847254
mixed The provincial government's offer of $3.50 over four years for the lowest classifications is insufficient.
The union claims this increase is not enough, but the Premier argues it is fair. Without independent verification, the claim cannot be fully verified.
F.A.C.T.O.I.D. · 2026-10-29T01:25:06.847254
true More than 5,500 workers could be on strike if a deal is not reached.
The article explicitly states this number and provides context about who these workers are.
F.A.C.T.O.I.D. · 2026-10-29T01:25:06.847254
Cross-Outlet Cluster · I.N.K.
Nova Scotia school support workers could strike Monday if no deal reached 2 articles across outlets
clustered at 2026-10-28T16:39:50.501757
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)
  1. ingested
    payload 
    {
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: union(-0.40\u00d71)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 4
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.351,
  "ensemble_band": "left",
  "ensemble_score": -0.623,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.246
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.