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Record W2734920217

Transportation Planning and Sustainable Development in Montreal: Procedures for Public Debates

2005· article· en· W2734920217 on OpenAlexaboutno aff
Mario Gauthier

Bibliographic record

VenueFlux · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMetropolitan areaSustainable developmentContext (archaeology)Public participationPanacea (medicine)Urban planningEnvironmental planningProcess (computing)Public transportBusinessPublic administrationPolitical scienceTransport engineeringEngineeringCivil engineeringLawComputer science
DOInot available

Abstract

fetched live from OpenAlex

The development of highway infrastructures has come to involve a complex process attempting to integrate requirements for improved mobility, economic development, road safety and environmental protection. In such a context, the integration, within a sustainable development framework, of transportation, territorial planning and environmental issues, has become a new requirement of local public action. Moreover, since the beginning of the 1990s, conflicts and oppositions raised by the construction of new highway infrastructures have increased in most large metropolitan areas. This paper examines procedures for public debates – inquiries, public consultation, environmental mediation, etc. – implemented in the Metropolitan Region of Montreal to integrate interventions on the road network with territorial planning, within the framework of sustainable development. Starting with an examination and transversal analysis of the major public debates on such issues in the Metropolitan Region of Montreal for the last fifteen years, the author questions the substantial effectiveness of such procedures to develop integrated solutions. The analysis comes to the conclusion that, even if the public debate appears unavoidable today, it is not as such a panacea for the crisis in transportation planning. Indeed, the public debate process on highway infrastructures contributes to raise issues of sustainable development. However, it does not warrant the development of a global vision, nor the coherence of public action at the metropolitan level, nor the elaboration of integrated solutions. For procedures of public debate to become the instruments of sustainable development, institutional and procedural innovations are required; those innovations should be designed to take into account the whole metropolitan highway network as well as to provide answers for institutional fragmentation.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.613
Threshold uncertainty score0.889

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.032
GPT teacher head0.272
Teacher spread0.240 · 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 teacher head, 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
Published2005
Admission routes1
Has abstractyes

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