Audit Trail · Article #1448398

Lewis says he won’t run for office until the NDP is ‘ready’ for a general election

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)

published 2026-08-01T18:05:59 · ingested 2026-08-01T19:24:41.697031

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 vv3

The article focuses on the NDP's political strategy and leadership, which is typically a center-left perspective.

Trigger phrases: NDP Leader Avi Lewispreparing the NDP for an election

      computed at 2026-08-01T20:02:36.647882
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.420 confidence: 60% valhalla/distilbart-mnli-12-3

      computed at 2026-08-01T15:57:47.257325-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.210

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-08-01T20:02:36.647882

Tier-2 at: 2026-08-01T20:02:36.647882

AI analyzed: ✓ at 2026-08-01T20:02:36.647882

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (4)

unverified Lewis says he won’t run for office until the NDP is ‘ready’ for a general election.

        fact_v1 · 2026-08-01T20:02:49.748685
      

unverified The Canadian Press reports that Lewis maintains his immediate priority is preparing the NDP for an election — not winning a seat in the House of Commons.

        fact_v1 · 2026-08-01T20:02:49.748685
      

unverified Lewis plans to be door-knocking with candidates in some ridings but will not be on the ballot himself as there are multiple byelections set to take place before the end of the year.

        fact_v1 · 2026-08-01T20:02:49.748685
      

unverified No verifiable claims detected.

        fact_v1 · 2026-08-01T20:14:16.337901
      

Cross-Outlet Cluster · I.N.K.

Lewis says he won’t run for office until the NDP is ‘ready’ for a general election - Toronto Star 4 articles across outlets

      clustered at 2026-08-01T11:03:13.506952
    

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': 1, 'grade': 'A+', 'note': 'below minimum volume (1 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 · 1 events tracked

Raw Audit Trail (2 events)

2026-08-01T19:24:41.697031 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d73), liberal(-0.15\u00d71)",
    "score": -1.0
  },
  "source_id": 4
}

2026-08-01T19:57:47.257325 bias_v2_scored

payload

{
  "confidence": 0.6,
  "ensemble_band": "center-left",
  "ensemble_score": -0.21,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.42
}

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