MétaCan
Menu
Back to cohort
Record W2319155488 · doi:10.3406/oss.2008.1253

Les politiques d’égalité professionnelle des entreprises pour l’accès des femmes aux postes de décision économique : espoirs et progrès, au Québec et au Canada

2008· article· fr· W2319155488 on OpenAlexaboutno aff
Hélène Lee-Gosselin

Bibliographic record

VenueSanté Société et Solidarité · 2008
Typearticle
Languagefr
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

Le Québec a tout d’abord adopté une approche volontaire en matière d’égalité en emploi, puis des contraintes ont progressivement été ajoutées pour forcer les changements qui tardaient à s’opérer. Le présent article relate l’évolution du cadre institutionnel et illustre, à partir de certaines statistiques, les progrès inégaux réalisés par les femmes. Nous montrerons que les contraintes légales constituent de réels stimulants en ce qui concerne l’implantation de programmes visant l’équité en emploi pour les femmes, les mesures obligatoires semblant avoir plus d’effet que les déclarations ou les engagements volontaires des organisations à l’égard de l’équité. Nous soutenons l’idée que la force des représentations stéréotypées et celle des habitudes de comportement ne peuvent être contrées que par un levier tel qu’une obligation légale. L’identification des conditions requises pour favoriser les changements souhaités doit être poursuivie si l’on veut atteindre une réelle égalité dans les milieux de travail.

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)0.004
metaresearch head score (Gemma)0.010
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: Empirical
Teacher disagreement score0.902
Threshold uncertainty score0.708

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0120.006
Scholarly communication0.0050.001
Open science0.0010.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0110.000

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 head0.142
GPT teacher head0.400
Teacher spread0.258 · 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

Citations3
Published2008
Admission routes1
Has abstractyes

Explore more

Same venueSanté Société et SolidaritéSame topicSocial Sciences and GovernanceFrench-language works237,207