Audit Trail · Article #2347873

News of the day; Mark Sutcliffe pitches 'comprehensive, serious' platform in bid for a 'mandate' as Ottawa's mayor; Long-term care is the only option for some seniors. Is enhanced assisted living a better way?;Senators' Shane Pinto scores shootout winner in thrilling win over New York Islanders;

Source article ↗ · Ottawa Citizen · outlet lean: center · owner: Postmedia (corporate)

published 2026-10-16T21:00:52 · ingested 2026-10-16T17:27:55.816731

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-16T17:27:55.816731
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-10-16T17:34:22.853810-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-16T17:33:57.046071

Tier-2 at: —

AI analyzed: ✓ at 2026-10-16T17:33:57.046071

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Mark Sutcliffe is running for mayor of Ottawa.

        fact_v1 · 2026-10-16T17:34:00.148599
      

unverified Long-term care is a necessity for some seniors.

        fact_v1 · 2026-10-16T17:34:00.148599
      

Cross-Outlet Cluster · I.N.K.

News of the day; Mark Sutcliffe pitches 'comprehensive, serious' platform in bid for a 'mandate' as Ottawa's mayor; Long-term care is the only option for some seniors. Is enhanced assisted living a better way?;Senators' Shane Pinto scores shootout winner in thrilling win over New York Islanders; 1 article across outlets

      clustered at 2026-10-16T17:27:55.822510
    

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': 2, 'grade': 'A+', 'note': 'below minimum volume (2 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 · 2 events tracked

Raw Audit Trail (2 events)

2026-10-16T17:27:55.816731 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": 595
}

2026-10-16T17:34:22.853810 bias_v2_scored

payload

{
  "confidence": 0.372,
  "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.