Bibliographic record
Abstract
Les modes de transport terrestres, de biens et de personnes, ont tracé, depuis nombre d'années, les axes de développement urbain et ont découpé en îlots les villes et les régions. La construction de l'infrastructure routière, qui est la base du transport terrestre, touche non seulement les populations locales et leur gouvernement municipal, mais aussi les utilisateurs des routes et les différents appareils provinciaux et fédéraux qui contribuent par leurs plans et leur support financier à l'élaboration et à la réalisation des projets. En dégageant quatre étapes dans le processus d'élaboration de deux politiques de transport urbain, soit la construction de l'autoroute Dufferin-Montmorency et l'enlèvement des voies ferrées du centre-ville, cette étude tente de cerner la logique qui a prévalu et la place qu'ont occupée les instances politiques et administratives, notamment les différents niveaux de gouvernement. La ville de Québec constitue un objet privilégié pour cette approche à l'étude du pouvoir : comme ville historique, pôle de développement régional et capitale de la province du même nom.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.020 | 0.001 |
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".