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Audit Trail · Article #2523500

‘Scary times’: Fear of AI and frustration at lack of government accountability dominate Port Hawkesbury protest against AI data centre

Source article ↗ · Halifax Examiner · outlet lean: left · owner: Halifax Examiner Inc (independent)
published 2026-11-08T13:12:18 · ingested 2026-11-08T09:09:24.205278
Bias Analysis · B.I.A.S.
LEFT score: -0.60 confidence: 90% vv3
The article focuses on the local community's concerns and frustrations, which are often associated with left-leaning perspectives.
Trigger phrases: 'Scary times'fear of AI
computed at 2026-11-08T09:09:24.205278
ML Bias Signal · DistilBERT Zero-Shot (v2)
RIGHT score: 0.318 confidence: 46% valhalla/distilbart-mnli-12-3
computed at 2026-11-08T09:17:54.565050-05:00
Ensemble (heuristic + ML v2)
CENTER LEFT score: -0.341
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-11-08T09:22:15.127119
Tier-2 at: 2026-11-08T22:45:25.676038
AI analyzed: ✓ at 2026-11-08T09:11:35.059534
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: NS
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (2)
true Fear of AI and frustration at lack of government accountability dominate the protest
The article directly states that these are the main issues driving the protest.
V.E.R.I.F.Y. · 2026-11-08T22:45:25.676038
true Protesters are against an AI data centre in Port Hawkesbury
The title and body of the article clearly indicate this is a central topic of discussion.
V.E.R.I.F.Y. · 2026-11-08T22:45:25.676038
Cross-Outlet Cluster · I.N.K.
‘Scary times’: Fear of AI and frustration at lack of government accountability dominate Port Hawkesbury protest against AI data centre 1 article across outlets
clustered at 2026-11-08T09:09:24.211866
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: accountability(-0.10\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 14337
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.455,
  "ensemble_band": "center-left",
  "ensemble_score": -0.341,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.318
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.