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Record W7131352304 · doi:10.1017/cls.2025.10025

Le caractère complexe et pernicieux des risques psychosociaux du travail : quelle prise en charge par le droit et ses acteurs?

2025· article· en· W7131352304 on OpenAlexaffabout
Guillaume Lavoie, Geneviève Richard, Maxine Visotzky-Charlebois

Bibliographic record

VenueCanadian Journal of Law and Society / Revue Canadienne Droit et Société · 2025
Typearticle
Languageen
FieldHealth Professions
TopicWorkplace Health and Well-being
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsHistoriographyContext (archaeology)Emancipation

Abstract

fetched live from OpenAlex

Résumé En 2021, avec l’adoption de la Loi modernisant le régime de santé et de sécurité du travail, le législateur québécois a introduit l’obligation pour tous les employeurs de prévenir les risques psychosociaux du travail (RPS). Le présent texte brossera un portrait de l’architecture du droit qui prend en compte les RPS du travail et leurs effets. Les autrices et auteur du texte mettront ensuite en dialogue les résultats de leur recherche respective, lesquelles traitent toutes de la santé mentale au travail, afin d’interroger l’effectivité du droit entourant la prise en charge des RPS. Ce texte sera l’occasion d’étudier le rôle, la marge de manœuvre et les pouvoirs de certains acteurs du monde du travail (gestionnaires, syndicats, organismes administratifs). Y seront détaillés des exemples de bonnes pratiques de même que les limites du cadre législatif, les défis qui demeurent et les perspectives d’amélioration en vue d’assurer un encadrement exhaustif et effectif des RPS.

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)0.002
metaresearch head score (Gemma)0.004
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 score0.800
Threshold uncertainty score0.398

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.006
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0100.001

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 head0.019
GPT teacher head0.325
Teacher spread0.306 · 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
Published2025
Admission routes2
Has abstractyes

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Same venueCanadian Journal of Law and Society / Revue Canadienne Droit et SociétéSame topicWorkplace Health and Well-beingFrench-language works237,207