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Record W2767668527 · doi:10.4000/books.pum.3320

Chapitre 2. La mobilité (urbaine) durable : un nouveau référentiel de l’action collective au Québec ?

2016· book-chapter· fr· W2767668527 on OpenAlexaboutno aff
Florence Paulhiac Scherrer

Bibliographic record

VenuePresses de l’Université de Montréal eBooks · 2016
Typebook-chapter
Languagefr
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSociology

Abstract

fetched live from OpenAlex

Ce chapitre évalue le changement de paradigme qui semble s’opérer au sein des politiques québécoises en matière de transport et de mobilité. La récente Stratégie nationale de mobilité durable propose de renouveler les pratiques et les modalités de l’action collective dans ces domaines. Pour mesurer l’ampleur du changement, nous utilisons l’approche des référentiels de politiques publiques (Jobert et Muller, 1987), qui permet de saisir les évolutions majeures des cadres et des contenus de l’action publique. Si la mobilité durable marque un nouveau paradigme de l’action publique au Québec, on peut repérer et analyser le contenu de ce nouveau référentiel et les innovations ou changements dont il est porteur. Cette analyse permet de tirer deux enseignements principaux. Le premier met en lumière les innovations avérées mais aussi embryonnaires au sein du référentiel de mobilité durable proposé par la Stratégie et suggère que le tournant paradigmatique de la mobilité durable reste à consolider. Le second concerne la portée et le rôle réels de la consultation publique au regard de la production de la Stratégie. Si sa portée apparaît limitée, les innovations produites par cet exercice particulier recèlent néanmoins un fort potentiel de créations substantielles pour les futures politiques de mobilité durable à promouvoir, notamment au niveau local.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.229
Threshold uncertainty score0.461

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0060.005
Scholarly communication0.0070.003
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0210.001

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.

Opus teacher head0.017
GPT teacher head0.193
Teacher spread0.176 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2016
Admission routes1
Has abstractyes

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