Audit Trail · Article #2479315

Politics Insider: Champagne plans to get down to business with budget

Source article ↗ · The Globe and Mail · outlet lean: center · owner: Globe and Mail Inc. (Woodbridge) (corporate)

published 2026-11-02T23:07:43 · ingested 2026-11-02T18:23:33.505707

Bias Analysis · B.I.A.S.

CENTER score: -0.20 vv3

The article provides a balanced overview of the federal budget plans, focusing on the Finance Minister's statements without significant bias towards a particular political viewpoint.

Trigger phrases: Finance Minister François-Philippe Champagnesmall- and medium-sized businesses

      computed at 2026-11-02T18:44:38.293248
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.346 confidence: 49% valhalla/distilbart-mnli-12-3

      computed at 2026-11-02T18:39:18.975971-05:00
    

Ensemble (heuristic + ML v2)

RIGHT score: 0.673

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-02T18:44:38.293248

Tier-2 at: 2026-11-02T18:44:38.293248

AI analyzed: ✓ at 2026-11-02T18:44:38.293248

Geographic Extraction · L.O.C.A.L.

Country: US

Province: —

Scope: international

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Champagne plans to support small- and medium-sized businesses with a focus on simplifying tax matters.

        fact_v1 · 2026-11-02T18:44:42.489499
      

unverified The budget will include measures that benefit entrepreneurs, innovators, and creators.

        fact_v1 · 2026-11-02T18:44:42.489499
      

unverified Small businesses often rely on tax advisers due to the complexity of their tax code.

        fact_v1 · 2026-11-02T18:44:42.489499
      

Cross-Outlet Cluster · I.N.K.

Politics Insider: Champagne plans to get down to business with budget 1 article across outlets

      clustered at 2026-11-02T18:23:33.516283
    

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)

2026-11-02T18:23:33.505707 ingested

payload

{
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: pipeline(+0.25\u00d71)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 488
}

2026-11-02T18:39:18.975971 bias_v2_scored

payload

{
  "confidence": 0.494,
  "ensemble_band": "right",
  "ensemble_score": 0.673,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.346
}

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