Audit Trail · Article #2474249

Champagne hits the hustings ahead of budget reveal as Carney heads to Commonwealth summit

Source article ↗ · iPolitics · outlet lean: center · owner: iPolitics Inc. (independent)

published 2026-11-02T11:01:11 · ingested 2026-11-02T06:31:59.981207

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 90% vv3

The article is factual and neutral in tone, focusing on events without expressing a clear political stance.

Trigger phrases: Champagne hits the hustingsCarney heads to Commonwealth summit

      computed at 2026-11-02T06:31:59.981207
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.301 confidence: 43% valhalla/distilbart-mnli-12-3

      computed at 2026-11-02T08:09:59.813319-05:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.301

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-02T08:14:20.215695

Tier-2 at: 2026-11-02T10:52:06.724858

AI analyzed: ✓ at 2026-11-02T08:12:21.608945

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (2)

true Champagne is hitting the hustings ahead of budget reveal

The article states this as a fact without requiring external verification.

        C.H.E.C.K. · 2026-11-02T10:52:06.724858
      

true Carney heads to Commonwealth summit

The article directly mentions this event, providing clear information.

        C.H.E.C.K. · 2026-11-02T10:52:06.724858
      

Cross-Outlet Cluster · I.N.K.

Champagne hits the hustings ahead of budget reveal as Carney heads to Commonwealth summit 1 article across outlets

      clustered at 2026-11-02T06:31:59.987187
    

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)

2026-11-02T06:31:59.981207 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": 489
}

2026-11-02T08:09:59.813319 bias_v2_scored

payload

{
  "confidence": 0.43,
  "ensemble_band": "center-right",
  "ensemble_score": 0.301,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.301
}

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