MétaCan
Menu
Back to cohort
Record W2010628610 · doi:10.7202/031837ar

L’enseignement technique et professionnel masculin en Belgique

2007· article· fr· W2010628610 on OpenAlexvenueno aff
Dominique Grootaers

Bibliographic record

VenueRevue des sciences de l éducation · 2007
Typearticle
Languagefr
FieldSocial Sciences
TopicHistorical Education Studies Worldwide
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesArtPolitical science

Abstract

fetched live from OpenAlex

En renouant les fils de l'histoire, l'autrice situe l'origine de la tradition de l'enseignement technique masculin en Belgique, dans l'enseignement industriel du XIXe siècle et sa figure emblématique de l'ouvrier-technicien. Elle montre comment, durant l'entre-deux-guerres, cette tradition donne sa cohérence éducative et structurelle à une filière unifiée d'enseignement technique de jour. Après 1945, la Belgique, comme d'autres pays européens, a mis en chantier un enseignement secondaire intégré au sein duquel, progressivement, l'identité positive forte issue de la tradition de l'enseignement technique masculin s'est en quelque sorte dissoute. La perspective sociohistorique qui guide l'article enrichit notre compréhension du terreau structurel et culturel dans lequel prennent racine les différents projets élaborés au fil du temps pour l'enseignement technique et professionnel. Finalement, nous sommes conduits à nous interroger au sujet des figures emblématiques et des valeurs porteuses pour l'avenir de cet enseignement, en quête d'une nouvelle identité.

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)0.002
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.475
Threshold uncertainty score0.945

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0070.007
Scholarly communication0.0040.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.331
GPT teacher head0.474
Teacher spread0.142 · 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 designObservational
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

Citations1
Published2007
Admission routes1
Has abstractyes

Explore more

Same venueRevue des sciences de l éducationSame topicHistorical Education Studies WorldwideFrench-language works237,207