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Record W4310454570 · doi:10.3917/admi.275.0019

Une nouvelle gouvernance publique de la logistique

2022· article· fr· W4310454570 on OpenAlexaff
Marc Papinutti, Xavier-Yves Valère

Bibliographic record

VenueAdministration · 2022
Typearticle
Languagefr
FieldEngineering
TopicUrban and Freight Transport Logistics
Canadian institutionsMinistère des Transports
Fundersnot available
KeywordsPolitical scienceHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

Des mutations profondes (transition numérique, transition énergétique et transition écologique) bouleversent l’activité logistique et impliquent de développer de nouvelles relations entre les acteurs publics et privés aux différentes échelles. Ces mutations accélèrent : le renforcement d’une politique interministérielle associant les décideurs publics et privés ; la territorialisation de politiques d’optimisation des flux et du foncier au niveau régional, et de gestion du dernier kilomètre au niveau de nos agglomérations. La direction générale des infrastructures, des transports et des mobilités en charge du transport terrestre de marchandises s’associe étroitement avec la direction générale des entreprises et France logistique pour outiller les décideurs publics et privés aux différentes échelles, les aider à mieux accompagner les mutations à l’œuvre pour le fret et la logistique, et saisir toutes les opportunités d’innovation pour construire l’économie décarbonée.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.880
Threshold uncertainty score1.000

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 integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.015
GPT teacher head0.231
Teacher spread0.215 · 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.

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

Citations2
Published2022
Admission routes1
Has abstractyes

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