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Record W7126374998 · doi:10.4000/15lku

Éducation à la santé au travail en formation professionnelle initiale : évaluer les effets d’un dispositif expérimental auprès des élèves

2025· article· W7126374998 on OpenAlexvenueno aff

Bibliographic record

VenuePerspectives interdisciplinaires sur le travail et la santé · 2025
Typearticle
Language
FieldHealth Professions
TopicSchool Health and Nursing Education
Canadian institutionsnot available
Fundersnot available
KeywordsWork (physics)Context (archaeology)Data collectionAgency (philosophy)Term (time)

Abstract

fetched live from OpenAlex

L’article présente une recherche-intervention collaborative et expérimentale avec des enseignants, reposant sur la mise en œuvre d’un dispositif d’éducation à la santé au travail en France pour des jeunes en formation professionnelle dans le secteur de la vente. Ce programme avait pour objectif de les sensibiliser aux liens entre travail et santé dans une perspective d’éthique appliquée. Ce dispositif a eu un effet sur les représentations de la santé au travail, sur une meilleure connaissance des acteurs de la prévention et sur les conséquences du travail sur la santé mentale, les projetant vers des intentions d’agir, ainsi que vers la nécessité d’agir de façon collective pour améliorer les situations de travail affectant la santé. Ce modèle éducatif centré sur la santé et l’éthique appliquée semble soutenir le développement du pouvoir d’agir chez les jeunes.

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)0.006
metaresearch head score (Gemma)0.016
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.016
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0160.001

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 head0.026
GPT teacher head0.412
Teacher spread0.386 · 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 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".

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Citations0
Published2025
Admission routes1
Has abstractno

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