MétaCan
Menu
Back to cohort

Encyclopédie critique du genre

2016· book-chapter· fr· W4241189128 on OpenAlexaboutno aff
Natalie Benelli

Bibliographic record

VenueLa Découverte eBooks · 2016
Typebook-chapter
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceSociologyPhilosophy

Abstract

fetched live from OpenAlex

La sociologie interactionniste étatsunienne est un des moteurs de l’étude des corps sexués au travail, qui se développe à partir des années 1980 en lien avec l’expansion massive des emplois de service et la place centrale attribuée au corps dans la production des services. L’entrée des femmes dans les métiers traditionnellement masculins, et vice versa , a également contribué à la constitution du champ. D’autres approches telles que la psychodynamique du travail en France et l’ergonomie du travail au Québec mettent au jour la dimension sexuée de la souffrance au travail et des stratégies de défense collectives mobilisées contre cette souffrance. Les recherches en sociologie et en histoire montrent que la construction de la différence au travail, fondée sur la différence des corps sexués, se fait le plus souvent au détriment des femmes, que ce soit dans les métiers majoritairement féminins, masculins ou mixtes.

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)0.001
metaresearch head score (Gemma)0.002
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.119
Threshold uncertainty score0.398

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0070.010
Science and technology studies0.0030.003
Scholarly communication0.0090.005
Open science0.0020.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.1190.051

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 head0.109
GPT teacher head0.382
Teacher spread0.273 · 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
GenreOther

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
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueLa Découverte eBooksSame topicEducation, sociology, and vocational trainingFrench-language works237,207