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Record W4414696002 · doi:10.26443/mje/rsem.v59i2.10144

La question des dynamiques identitaires dans un processus de reconversion professionnelle volontaire. Le cas des instituteur-rices primaires de seconde carrière

2025· article· fr· W4414696002 on OpenAlexvenueno aff
Valérie Moinet, Mariane Frenay, Isabel Raemdonck, Virginie März

Bibliographic record

VenueMcGill Journal of Education / Revue des sciences de l éducation de McGill · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsnot available
Fundersnot available
KeywordsParticipant observationIdentity (music)Agency (philosophy)Documentation

Abstract

fetched live from OpenAlex

Cet article documente le processus de reconversion professionnelle volontaire vers le métier d’instituteur×rice primaire en Fédération Wallonie-Bruxelles (Belgique). Via une démarche qualitative, nous avons questionné neuf adultes en reprise d’études au baccalauréat instituteur×rice primaire. Les résultats mettent en évidence un lien étroit entre les tensions identitaires issues de la (des) carrière(s) antérieure(s) ou actuelle(s) et le projet identitaire visé en devenant instituteur×rice primaire. Ils mettent également en exergue les compétences antérieurement acquises dans les sphères privées et/ou professionnelles participant à un sentiment positif d’efficacité personnelle pour les tâches propres au métier désiré. Les conclusions ouvrent des pistes pratiques quant au curriculum de formation et à l’insertion sur le terrain de ce public particulier des nouveaux enseignants de seconde carrière.

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)0.013
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 score0.073
Threshold uncertainty score0.145

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0090.011
Scholarly communication0.0080.004
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0100.001

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 head0.317
GPT teacher head0.486
Teacher spread0.169 · 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
Published2025
Admission routes1
Has abstractyes

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Same venueMcGill Journal of Education / Revue des sciences de l éducation de McGillSame topicEducation, sociology, and vocational trainingFrench-language works237,207