Audit Trail · Article #2514684

Carney’s 2026 budget shows massive government spending on par with Trudeau years

Source article ↗ · The Hub · outlet lean: center-right · owner: The Hub Canada (independent)

published 2026-11-07T09:17:36 · ingested 2026-11-07T04:48:22.752292

Bias Analysis · B.I.A.S.

CENTER score: 0.11 vv3

triggers: trudeau(-0.20×3), government spending(+0.25×3)

      computed at 2026-11-07T04:48:22.752292
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.363 confidence: 52% valhalla/distilbart-mnli-12-3

      computed at 2026-11-07T09:44:35.674982-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.237

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-11-08T15:54:36.294297

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified Carney's 2026 budget demonstrates significant government spending comparable to Trudeau’s tenure.

        V.E.R.I.F.Y. · 2026-11-08T15:54:36.291238
      

Cross-Outlet Cluster · I.N.K.

Carney’s 2026 budget shows massive government spending on par with Trudeau years 1 article across outlets

      clustered at 2026-11-07T04:48:22.761467
    

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)

2026-11-07T04:48:22.752292 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: trudeau(-0.20\u00d73), government spending(+0.25\u00d73)",
    "score": 0.111,
    "signal_detected": true
  },
  "source_id": 14347
}

2026-11-07T09:44:35.674982 bias_v2_scored

payload

{
  "confidence": 0.518,
  "ensemble_band": "center",
  "ensemble_score": 0.237,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.363
}

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