Audit Trail · Article #2445147

Absence de Paul St-Pierre Plamondon au Sommet Canada–UE: «Comme Québécoise, ça m’attriste», lance Mélanie Joly

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

published 2026-10-30T01:42:18 · ingested 2026-10-30T01:59:45.326863

Bias Analysis · B.I.A.S.

LEFT score: -1.00 confidence: 80% vv3

triggers: union(-0.40×1)

Trigger phrases: absence de Paul St-Pierre Plamondonça m’attriste

      computed at 2026-10-30T01:59:45.326863
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.410 confidence: 58% valhalla/distilbart-mnli-12-3

      computed at 2026-10-30T02:31:21.426044-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.295

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-10-30T02:05:57.834827

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Absence de Paul St-Pierre Plamondon au Sommet Canada–UE: «Comme Québécoise, ça m’attriste», lance Mélanie Joly 1 article across outlets

      clustered at 2026-10-30T01:59:45.330377
    

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)

2026-10-30T01:59:45.326863 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: union(-0.40\u00d71)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 13765
}

2026-10-30T02:31:21.426044 bias_v2_scored

payload

{
  "confidence": 0.585,
  "ensemble_band": "center-left",
  "ensemble_score": -0.295,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.41
}

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