Audit Trail · Article #2392487

Le gouvernement «en réflexion» sur la voix à donner à la région de Québec

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)

published 2026-10-22T19:14:00 · ingested 2026-10-22T15:48:59.363595

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 80% vv3

The article presents multiple viewpoints without a clear bias towards any political party, but mentions political confusion and the need for representation, which could be seen as centrist.

Trigger phrases: gouvernement de Paul St-Pierre PlamondonParti québécoisParti conservateurParti libéral

      computed at 2026-10-22T15:53:02.140469
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.397 confidence: 57% valhalla/distilbart-mnli-12-3

      computed at 2026-10-22T15:53:46.434771-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.397

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-22T15:53:56.535383

Tier-2 at: 2026-11-02T18:41:08.970843

AI analyzed: ✓ at 2026-10-22T15:53:02.140469

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

true PSPP is considering creating an 'instance' to better represent the interests of the region.

The article explicitly states that PSPP is in reflection for this.

        V.E.T. · 2026-11-02T18:41:08.970843
      

true Nicolas Girard has been appointed as minister responsible for the region of Québec.

The appointment is mentioned and details about his background are provided.

        V.E.T. · 2026-11-02T18:41:08.970843
      

mixed There is confusion within PSPP regarding how to represent Québec's interests.

While the article mentions conflicting messages, it does not confirm or deny the confusion.

        V.E.T. · 2026-11-02T18:41:08.970843
      

Cross-Outlet Cluster · I.N.K.

Le gouvernement «en réflexion» sur la voix à donner à la région de Québec 1 article across outlets

      clustered at 2026-10-22T15:48:59.373915
    

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)

2026-10-22T15:48:59.363595 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": 592
}

2026-10-22T15:53:46.434771 bias_v2_scored

payload

{
  "confidence": 0.566,
  "ensemble_band": "center-right",
  "ensemble_score": 0.397,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.397
}

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