Le TOD contre la ville durable? Utiliser le transport collectif pour perpétuer le suburbanisme dispersé dans le Grand Montréal
Bibliographic record
Abstract
Cet article critique la stratégie de transit-oriented development (TOD) du Grand Montréal à la lumière des lignes directrices de ce concept. Il s’appuie sur l’analyse thématique de documents de planification, d’interventions publiques de maires et d’urbanistes de la région ainsi que d’entretiens avec 26 d’entre eux. Il montre que les élus des couronnes ont façonné cette stratégie vouée à la mise en œuvre de la ville durable afin de perpétuer le suburbanisme dispersé et d’élargir l’assiette fiscale de leurs municipalités. Il révèle les écueils de la «part de rêve» et du «chant des sirènes» de l’appropriation grand-montréalaise du TOD.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".