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Audit Trail · Article #2437214

New Glasgow's crisis outreach worker hosting new mental health workshops

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)
published 2026-10-29T11:07:22 · ingested 2026-10-29T07:45:58.440545
Bias Analysis · B.I.A.S.
CENTER score: 0.20 confidence: 80% vv3
The article is generally neutral but slightly leans towards a positive portrayal of the new community crisis outreach worker program, emphasizing its benefits and positive reception.
Trigger phrases: valuable and unique partoverwhelmingly positive response
computed at 2026-10-29T09:59:10.823188
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 38% valhalla/distilbart-mnli-12-3
computed at 2026-10-29T08:05:17.352962-04:00
Ensemble (heuristic + ML v2)
CENTER score: 0.000
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-29T09:59:10.823188
Tier-2 at: 2026-10-29T09:59:10.823188
AI analyzed: ✓ at 2026-10-29T09:59:10.823188
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: NS
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true New Glasgow's crisis outreach worker is helping in reducing repeat emergency calls, improving community safety, and supporting better long-term outcomes for vulnerable individuals and families.
The claims are directly supported by the article and align with the stated goals of the program.
C.O.N.D.U.I.T. · 2026-10-29T08:26:47.628950
true Carly MacCuspic's career has been focused on mental health and addictions in Pictou County.
The article provides specific details about her past work experience, which is consistent with her current role.
C.O.N.D.U.I.T. · 2026-10-29T08:26:47.628950
true The response to the new program has been overwhelmingly positive, with many officers feeling comfortable referring people to MacCuspic.
The article explicitly states that the response has been 'overwhelmingly positive' and mentions officer trust in her role.
C.O.N.D.U.I.T. · 2026-10-29T08:26:47.628950
Cross-Outlet Cluster · I.N.K.
New Glasgow's crisis outreach worker hosting new mental health workshops 1 article across outlets
clustered at 2026-10-29T07:45:58.450481
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": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 13771
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.381,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.