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Record W4312820064 · doi:10.7202/1090648ar

35 ans de recherche sur les PME et l’entrepreneuriat : fondations et contributions de la RIPME

2022· article· fr· W4312820064 on OpenAlexvenueno aff
Alexandre Renaud, Raphaël Maucuer

Bibliographic record

VenueRevue internationale P M E Économie et gestion de la petite et moyenne entreprise · 2022
Typearticle
Languagefr
FieldBusiness, Management and Accounting
TopicBusiness Strategy and Innovation
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

À l’occasion des 35 ans de la revue, cet article propose une analyse thématique de l’ensemble des contributions scientifiques publiées par la RIPME. Par la combinaison de deux techniques bibliométriques, l’analyse de couplage bibliographique (ACB) et l’analyse de cocitation (ACC), les auteurs identifient cinq grandes thématiques de recherches qui recouvrent différentes dimensions des PME : l’environnement d’affaires des PME, la croissance des PME, le cycle de vie des PME, la gestion des PME et l’impact sociétal des PME. La description des quatorze sous-thématiques, ainsi que de leurs bases théoriques, nous permet de rendre compte de la diversité des publications de la revue et offre des pistes de réflexion possibles de développement éditorial et scientifique.

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)0.017
metaresearch head score (Gemma)0.031
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: Review · Consensus signal: Review
Teacher disagreement score0.017
Threshold uncertainty score0.091

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.031
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0100.011
Science and technology studies0.0030.006
Scholarly communication0.0120.010
Open science0.0010.005
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0110.002

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 head0.054
GPT teacher head0.299
Teacher spread0.246 · 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
GenreReview

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

Citations6
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueRevue internationale P M E Économie et gestion de la petite et moyenne entrepriseSame topicBusiness Strategy and InnovationFrench-language works237,207