Audit Trail · Article #2423124

CTV Windsor: Weather at Six, Oct. 27 - CTV News

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

published 2026-10-27T23:05:08 · ingested 2026-10-27T20:34:39.027567

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 100% vv3

The article appears to be a typical weather report with no evident bias, as it does not contain any political or ideological statements.

      computed at 2026-10-27T20:41:38.841862
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 49% valhalla/distilbart-mnli-12-3

      computed at 2026-10-27T20:40:31.002347-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-27T20:45:18.451478

Tier-2 at: 2026-10-27T20:45:18.451478

AI analyzed: ✓ at 2026-10-27T20:41:38.841862

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified (no factual claims extracted)

(model returned no claims for this article)

        V.E.R.I.F.Y. · 2026-10-27T20:45:18.447911
      

Cross-Outlet Cluster · I.N.K.

Manitoba weather update - Oct. 27 - CTV News 10 articles across outlets

      clustered at 2026-10-27T15:37:06.087623
    

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)

2026-10-27T20:34:39.027567 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
}

2026-10-27T20:40:31.002347 bias_v2_scored

payload

{
  "confidence": 0.488,
  "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.