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Record W4293214755 · doi:10.56105/cjsae.v34i1.5661

Raconter les contributions des femmes à l’éducation des adultes

2022· article· fr· W4293214755 on OpenAlexaffvenue
Audrey Dahl

Bibliographic record

VenueCanadian Journal for the Study of Adult Education · 2022
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsHumanitiesArt

Abstract

fetched live from OpenAlex

Pour de nombreux chercheurs et chercheuses en éducation des adultes, il est important de bien comprendre l’histoire de ce champ pour mieux envisager son avenir. Comme dans bien d’autres domaines, le rôle joué par les femmes n’est pas toujours mis de l’avant. Avec le temps, il s’avère de plus en plus difficile de raconter une histoire qui inclut la contribution des femmes parce que peu d’archives écrites témoignent de leur agentivité. Cette recherche a fait appel à la méthodologie de l’histoire orale afin de recueillir les récits de quatre femmes contributrices à l’éducation des adultes. À travers l’analyse et l’interprétation de leur parcours, nous pouvons faire ressortir les thèmes suivants : les alliances entre l’éducation des adultes et le mouvement des femmes; l’aspect collectif des contributions racontées qui mènent à des transformations sociales; et le potentiel pédagogique que comportent la cueillette, l’interprétation et la diffusion des histoires orales de personnes à risque d’être invisibilisées de l’histoire.

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)0.008
metaresearch head score (Gemma)0.014
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.064
Threshold uncertainty score0.128

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0100.009
Scholarly communication0.0050.003
Open science0.0010.004
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0090.001

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 head0.256
GPT teacher head0.473
Teacher spread0.216 · 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
Published2022
Admission routes2
Has abstractyes

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Same venueCanadian Journal for the Study of Adult EducationSame topicEducation, sociology, and vocational trainingFrench-language works237,207