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Record W2955026420

Compte rendu de lecture : Inégalités entre sexes dans la famille, à l’école et au travail : approches comparées

2015· preprint· fr· W2955026420 on OpenAlexaboutno aff
Marie Duru‐Bellat

Bibliographic record

VenueSPIRE (Sciences Po) · 2015
Typepreprint
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPhilosophySociology
DOInot available

Abstract

fetched live from OpenAlex

Dès lors que la perspective comparative est -Durkheim le soulignait en son temps- au cœur de la démarche sociologique, les ouvrages qui s’annoncent sous cette bannière suscitent spontanément l’attention des sociologues. Et cette attention est souvent déçue car en guise de comparaison, on se contente fréquemment de juxtaposer des perspectives « nationales » en laissant au soin du lecteur ou de la lectrice le travail de comparaison annoncé. Ce numéro de la Revue Française d’Éducation Comparée ne fait hélas pas exception. Car si l’on y trouve de nombreux textes sur la zone des Antilles-Guyane (ce volume semblant faire écho à un colloque qui y a pris place), la majorité des contributions se fonde sur des données françaises, à quelques exceptions près : un texte Martinique/Québec, un autre France/Portugal et une compilation de statistiques internationales. Avec à nouveau cette interrogation que nombre de publications affichées comme comparatives laissent souvent dans l’ombre : pourquoi, pour quelles raisons compare-t-on précisément tel ou tel pays ?

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)0.019
metaresearch head score (Gemma)0.033
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: Review · Consensus signal: none
Teacher disagreement score0.034
Threshold uncertainty score0.151

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.033
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.006
Science and technology studies0.0100.020
Scholarly communication0.0190.015
Open science0.0020.009
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0150.002

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 head0.161
GPT teacher head0.411
Teacher spread0.250 · 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
GenreReview

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
Published2015
Admission routes1
Has abstractyes

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