Audit Trail · Article #2479523

What Winnipeg's newest councillors can expect - CTV News

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

published 2026-11-02T23:13:03 · ingested 2026-11-02T18:53:32.375693

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 80% vv3

The article appears to be a neutral informational piece providing expectations for new councillors, without evident bias.

      computed at 2026-11-02T18:53:32.375693
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.249 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-11-02T19:14:35.178846-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.249

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-02T19:20:16.169890

Tier-2 at: 2026-11-02T19:51:55.224115

AI analyzed: ✓ at 2026-11-02T19:17:08.594438

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: MB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Winnipeg's newest councillors can expect certain responsibilities and challenges as part of their roles.

The article outlines typical responsibilities and expectations for new councillors in Winnipeg, which are generally consistent with common practices.

        R.A.N.G.E.R. · 2026-11-02T19:51:55.224115
      

Cross-Outlet Cluster · I.N.K.

AP Decision Notes: What to expect in Iowa on election day - CTV News 3 articles across outlets

      clustered at 2026-11-02T17:23:30.728721
    

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)

2026-11-02T18:53:32.375693 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
}

2026-11-02T19:14:35.178846 bias_v2_scored

payload

{
  "confidence": 0.356,
  "ensemble_band": "center",
  "ensemble_score": 0.249,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.249
}

Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.