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Record W1936184311 · doi:10.7202/1005608ar

Éléments pour une prospective du milieu

2011· article· fr· W1936184311 on OpenAlexvenueno aff
Olivier Labussière

Bibliographic record

VenueCahiers de géographie du Québec · 2011
Typearticle
Languagefr
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Cet article pose la question du sensible en aménagement en tentant de voir en quoi, au-delà du registre de l’expérience, elle pourrait contribuer à une réflexion sur les normes de ses modèles d’action, leurs points de blocage et d’innovation. En rapprochant l’aménagement d’une activité clinique ouverte à l’expérimentation et favorisant un usage non instrumental des normes, nous procédons à un déplacement de la question du sensible d’une caractéristique associée au milieu à un mode de relation (cognitif, politique, expérientiel) de l’aménagement avec le milieu. La façon dont le sensible est configuré et distribué décide en partie de la normativité de la démarche aménagiste, de son ouverture à la logique du sujet et de la capacité de celui-ci à donner à son mode d’habiter, comme à lui-même, une actualité qui corresponde aux enjeux de son époque. Nous resituons cette réflexion, et les propositions qui la sous-tendent, à l’égard d’une problématique contemporaine, celle de la transition énergétique et de la planification des paysages éoliens.

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)0.005
metaresearch head score (Gemma)0.006
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 score0.250
Threshold uncertainty score0.498

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0130.034
Scholarly communication0.0150.008
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0150.001

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 head0.020
GPT teacher head0.217
Teacher spread0.198 · 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

Citations8
Published2011
Admission routes1
Has abstractyes

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Same venueCahiers de géographie du QuébecSame topicFrench Urban and Social StudiesFrench-language works237,207