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Record W1998704177 · doi:10.4000/vertigo.14133

Multifonctionnalité des espaces végétalisés urbains

2013· article· fr· W1998704177 on OpenAlexvenueno aff
Wissal Selmi, Christiane Weber, Lotfi Mehdi

Bibliographic record

VenueVertigO · 2013
Typearticle
Languagefr
FieldEnvironmental Science
TopicLand Use and Ecosystem Services
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Les espaces végétalisés urbains (EVU), souvent considérés comme un décor urbain, font depuis les 20 dernières années l’objet de nombreux travaux scientifiques, et ce non seulement pour leur valeur socio-urbanistique, mais aussi pour leur valeur écologique (Clergeau, 2012). Actuellement, de nouveaux concepts-clés sont associés aux espaces végétalisés urbains, comme le concept de « multifonctionnalité » et celui de « services écosystémiques » (SE) (Bastian et al., 2011). Cependant, l’absence d’un consensus terminologique sur ces différents concepts limite leur utilisation et leur intégration dans le processus décisionnel, par exemple dans l’établissement des trames vertes urbaines. Cet article propose d’étudier la prise en compte de ces concepts par la communauté scientifique à partir d’une revue de la littérature. Le cadre conceptuel actuel y sera discuté en relevant certaines imprécisions terminologiques. Enfin, différentes approches d’évaluation des SE urbains pouvant fournir de nouvelles orientations pour la mise en œuvre de la future trame verte urbaine (TVU), seront aussi abordées.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.387
Threshold uncertainty score0.974

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 communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0390.048

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 head0.013
GPT teacher head0.215
Teacher spread0.202 · 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; both teacher heads agree on what is shown here.

Study designObservational
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

Citations16
Published2013
Admission routes1
Has abstractyes

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Same venueVertigOSame topicLand Use and Ecosystem ServicesFrench-language works237,207