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Audit Trail · Article #2478648

Cinq ans après son élection, le maire de Québec vante son bilan en matière de logements

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)
published 2026-11-02T20:47:00 · ingested 2026-11-02T16:53:36.857569
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.40 confidence: 85% vv3
The article presents a positive narrative from the mayor's perspective, while also including criticism from an opposing party.
Trigger phrases: vante son bilan en matière de logementsle maire de la Ville de Québec, Bruno MarchandFRAPRU déplore pour sa part
computed at 2026-11-02T17:02:49.161275
ML Bias Signal · DistilBERT Zero-Shot (v2)
LEFT score: -0.276 confidence: 40% valhalla/distilbart-mnli-12-3
computed at 2026-11-02T16:59:23.770257-05:00
Ensemble (heuristic + ML v2)
CENTER LEFT score: -0.276
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-11-02T17:04:32.749161
Tier-2 at: 2026-11-02T17:27:39.612282
AI analyzed: ✓ at 2026-11-02T17:02:49.161275
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: QC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true Bruno Marchand claims that his administration has started building more than 22,000 housing units since his election.
The article provides data on the number of housing units built.
R.A.N.G.E.R. · 2026-11-02T17:27:39.612282
mixed There is a 35% increase in average rent prices since Marchand's election.
While the mayor claims progress, FRAPRU criticizes the lack of affordable housing and the increase in rental costs.
R.A.N.G.E.R. · 2026-11-02T17:27:39.612282
true Marchand aims to continue this pace of construction into 2027 with specific projects planned.
The article mentions specific projects for 2027, such as those at the Saint-Vincent-de-Paul island and UTILE Saint-Sacrement.
R.A.N.G.E.R. · 2026-11-02T17:27:39.612282
Cross-Outlet Cluster · I.N.K.
Cinq ans après son élection, le maire de Québec vante son bilan en matière de logements 1 article across outlets
clustered at 2026-11-02T16:53:36.865980
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)
  1. 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
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.395,
  "ensemble_band": "center-left",
  "ensemble_score": -0.276,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.276
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.