MétaCan
Menu
Back to cohort
Record W3083131514 · doi:10.1111/ilrf.12163

La norme ISO 45001 et les controverses autour de la régulation transnationale privée de la sécurité et de la santé au travail

2020· article· fr· W3083131514 on OpenAlexaff
Iñaki Heras Saizarbitoria, Olivier Boiral

Bibliographic record

VenueRevue internationale du Travail · 2020
Typearticle
Languagefr
FieldBusiness, Management and Accounting
TopicGlobal trade, sustainability, and social impact
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

Résumé Les auteurs analysent la genèse de la norme ISO 45001 sur la sécurité et la santé au travail, une initiative de régulation transnationale privée. Ils décrivent les controverses qui ont surgi à cette occasion, en se fondant sur des entretiens avec des personnes associées à l'élaboration, l'approbation et la diffusion initiale du texte, ainsi que sur une analyse qualitative des documents internes au comité chargé de sa finalisation. À l'instar de normes précédentes sur l'environnement – ISO 14001 – et la responsabilité sociale des entreprises – ISO 26000 –, ce nouvel instrument suscite de vives préoccupations, car il traite de questions politiques, sociales et juridiques déterminantes.

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)0.041
metaresearch head score (Gemma)0.063
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.041
Threshold uncertainty score0.215

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0410.063
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0030.004
Science and technology studies0.0030.014
Scholarly communication0.0110.006
Open science0.0020.003
Research integrity0.0050.007
Insufficient payload (model declined to judge)0.0030.001

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 head0.014
GPT teacher head0.282
Teacher spread0.269 · 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 designQualitative
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
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueRevue internationale du TravailSame topicGlobal trade, sustainability, and social impactFrench-language works237,207