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Audit Trail · Article #2446927

Halifax university's newest Canadian Research Chair focusing on women's health research

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)
published 2026-10-30T10:00:23 · ingested 2026-10-30T06:29:48.533784
Bias Analysis · B.I.A.S.
CENTER score: -0.10 vv3
The article presents factual information about the researcher's goals and projects without overtly positive or negative bias.
Trigger phrases: federally fundedTier 2 Canadian Research Chair
computed at 2026-10-30T06:56:06.614984
ML Bias Signal · DistilBERT Zero-Shot (v2)
LEFT score: -0.262 confidence: 37% valhalla/distilbart-mnli-12-3
computed at 2026-10-30T06:53:25.114754-04:00
Ensemble (heuristic + ML v2)
CENTER LEFT score: -0.262
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-30T06:58:36.466208
Tier-2 at: 2026-10-30T07:50:40.934537
AI analyzed: ✓ at 2026-10-30T06:56:06.614984
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: NS
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true Dr. Justine Dol is Mount Saint Vincent University's new Tier 2 Canadian Research Chair focusing on women’s and gender diverse healthcare, digital health information sharing, and support for new parents.
This claim is directly stated in the article and supported by factual details.
V.E.R.I.F.Y. · 2026-10-30T07:50:40.934537
true The position is federally funded through the Canada Research Chairs Program which invests over $311 million annually to advance research in the country.
This information is corroborated with specific funding details and source.
V.E.R.I.F.Y. · 2026-10-30T07:50:40.934537
true One of Dol’s priorities is ensuring digital health-care information is fact-based and easily accessible.
The quote from Dr. Dol directly supports this claim.
V.E.R.I.F.Y. · 2026-10-30T07:50:40.934537
Cross-Outlet Cluster · I.N.K.
Halifax university's newest Canadian Research Chair focusing on women's health research 1 article across outlets
clustered at 2026-10-30T06:29:48.539751
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": 0.374,
  "ensemble_band": "center-left",
  "ensemble_score": -0.262,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.262
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.