Audit Trail · Article #2507837

Lorne Gunter: Carney government budget accelerates growth of Canada's debt-servicing costs

Source article ↗ · Edmonton Journal · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-11-06T11:00:12 · ingested 2026-11-06T06:43:32.450814

Bias Analysis · B.I.A.S.

CENTER score: 0.11 vv3

triggers: liberals(-0.20×1), government spending(+0.25×1)

      computed at 2026-11-06T06:43:32.450814
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.312 confidence: 45% valhalla/distilbart-mnli-12-3

      computed at 2026-11-06T11:24:14.377622-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.211

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified The 2026 federal budget, delivered Thursday by Finance Minister François-Philippe Champagne, contains a $15-billion lower deficit than last fall’s budget

Rule-based: source_credibility=False, has_stat=True, hedged=False

        heuristic-v1 · 2026-11-06T06:43:32.463331
      

Cross-Outlet Cluster · I.N.K.

Lorne Gunter: Carney government budget accelerates growth of Canada's debt-servicing costs 1 article across outlets

      clustered at 2026-11-06T06:43:32.457582
    

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)

2026-11-06T06:43:32.450814 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: liberals(-0.20\u00d71), government spending(+0.25\u00d71)",
    "score": 0.111,
    "signal_detected": true
  },
  "source_id": 13758
}

2026-11-06T11:24:14.377622 bias_v2_scored

payload

{
  "confidence": 0.446,
  "ensemble_band": "center",
  "ensemble_score": 0.211,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.312
}

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