Audit Trail · Article #2490014

Saskatoon's CFO questioned about $21M mistake - CTV News

Source article ↗ · CTV News · outlet lean: center · owner: Bell Media (corporate)

published 2026-11-04T00:34:00 · ingested 2026-11-03T20:23:33.151554

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 90% vv3

The article is reporting on a factual financial mistake and does not present any clear bias in favor of or against the subject.

Trigger phrases: questioned$21M mistake

      computed at 2026-11-03T20:23:33.151554
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 47% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T20:38:22.877168-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-03T20:42:11.213712

Tier-2 at: 2026-11-03T21:05:16.705336

AI analyzed: ✓ at 2026-11-03T20:42:11.213712

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: SK

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Saskatoon's CFO questioned about $21M mistake

The article directly states this fact and provides no contradictory information.

        V.E.T. · 2026-11-03T21:05:16.705336
      

Cross-Outlet Cluster · I.N.K.

Saskatoon's CFO questioned about $21M mistake - CTV News 1 article across outlets

      clustered at 2026-11-03T20:23:33.154458
    

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)

2026-11-03T20:23:33.151554 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": 485
}

2026-11-03T20:38:22.877168 bias_v2_scored

payload

{
  "confidence": 0.466,
  "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.