Audit Trail · Article #2507873

Le budget Champagne «va gonfler l’inflation», appréhende Poilievre

Source article ↗ · Le Journal de Montréal · outlet lean: right · owner: Quebecor (corporate)

published 2026-11-06T09:54:49 · ingested 2026-11-06T06:44:07.746784

Bias Analysis · B.I.A.S.

RIGHT score: 1.00 vv3

triggers: poilievre(+0.50×3)

      computed at 2026-11-06T06:44:07.746784
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.307 confidence: 44% valhalla/distilbart-mnli-12-3

      computed at 2026-11-06T11:23:05.385492-05:00
    

Ensemble (heuristic + ML v2)

RIGHT score: 0.653

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-11-06T07:06:57.027200

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified Avec un déficit de 62 G$, le budget fédéral présenté jeudi à Ottawa va alourdir la carte de crédit nationale et gonfler l’inflation, selon Poilievre.

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

        heuristic-v1 · 2026-11-06T06:44:07.757817
      

Cross-Outlet Cluster · I.N.K.

Le budget Champagne «va gonfler l’inflation», appréhende Poilievre 1 article across outlets

      clustered at 2026-11-06T06:44:07.749612
    

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)

2026-11-06T06:44:07.746784 ingested

payload

{
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: poilievre(+0.50\u00d73)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 13765
}

2026-11-06T11:23:05.385492 bias_v2_scored

payload

{
  "confidence": 0.439,
  "ensemble_band": "right",
  "ensemble_score": 0.653,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.307
}

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