Audit Trail · Article #2366823

Ottawa residents increasingly concerned over homelessness - CTV News

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

published 2026-10-19T20:46:03.726523 · ingested 2026-10-19T18:46:03.726523

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 80% vv3

The article focuses on public concern, which is often presented in a way that highlights social issues without clear advocacy.

Trigger phrases: increasingly concerned

      computed at 2026-10-19T20:00:27.770977
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.254 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T20:02:39.571807-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.254

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-19T20:00:27.770977

Tier-2 at: 2026-10-19T20:00:27.770977

AI analyzed: ✓ at 2026-10-19T20:00:27.770977

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Ottawa residents are becoming more worried about people without homes.

        fact_v1 · 2026-10-19T20:00:31.374783
      

unverified The news source is associated with CTV.

        fact_v1 · 2026-10-19T20:00:31.374783
      

unverified Residents in Ottawa have heightened concern regarding homelessness.

        fact_v1 · 2026-10-19T20:00:31.374783
      

Cross-Outlet Cluster · I.N.K.

Ottawa residents increasingly concerned over homelessness - CTV News 1 article across outlets

      clustered at 2026-10-19T18:46:03.729254
    

Governance — C.R.E.E.D.

Ethics audit pending — C.R.E.E.D. score not available right now. creed-ai.org ↗

Raw Audit Trail (2 events)

2026-10-19T18:46:03.726523 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
}

2026-10-19T20:02:39.571807 bias_v2_scored

payload

{
  "confidence": 0.363,
  "ensemble_band": "center-right",
  "ensemble_score": 0.254,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.254
}

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