MétaCan
Menu
← Back to cohort
Record W2914653875

Quelle gestion responsable des déchets pour l'aménagement du nouveau siège social d'une entreprise de paysage en vue d'une certification ISO ?

2017· article· fr· W2914653875 on OpenAlexaboutno aff
Agathe Louveau

Bibliographic record

Venuenot available
Typearticle
Languagefr
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceArt
DOInot available

Abstract

fetched live from OpenAlex

Leroy Paysages est une entreprise d’une centaine de salaries, dont le siege social se situe a Laval, en Mayenne. Elle intervient dans tous les domaines du paysage, de la conception a la realisation et l’entretien. Dans le cadre de l’amenagement de son nouveau siege social, une reflexion a ete menee sur la mise en place d’une gestion environnementale du site. Ce nouveau projet a donc ete une opportunite pour l’entreprise de se concentrer sur le traitement de ses dechets afin de pouvoir y apporter une amelioration non negligeable. Cette demarche s’inscrit notamment dans une volonte d’une future certification ISO. Ce rapport s’interesse aux differents dechets qu’une entreprise de paysage peut rencontrer, la maniere dont elle les traite et les valorise mais egalement les reglementations relatives a ceux-ci. Pour cela, un plan d’action a ete effectue afin de pouvoir affiner la conception du site et apporter des reponses aux interrogations portant sur sa gestion. Enfin, il a ete fait une recherche approfondie sur les attentes d’une certification afin d’initier la demarche en vue de pouvoir l’obtenir.

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)0.008
metaresearch head score (Gemma)0.009
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: Empirical
Teacher disagreement score0.038
Threshold uncertainty score0.085

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0060.006
Scholarly communication0.0130.006
Open science0.0020.005
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0250.004

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 head0.048
GPT teacher head0.289
Teacher spread0.241 · 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
Published2017
Admission routes1
Has abstractyes

Explore more

Same topicFrench Urban and Social Studies→French-language works237,207→