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Record W4387106597 · doi:10.24452/sjer.45.2.15

Marcel, J.-F., Piot, T., & Tardif, M. (Dir.) (2022). 30 ans de politiques de professionnalisation des enseignants. Regards internationaux. Presses Universitaires du Midi. 306 p.

2023· article· fr· W4387106597 on OpenAlexaboutno aff
Manuel Perrenoud

Bibliographic record

VenueSwiss Journal of Educational Research · 2023
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical sciencePhysicsArt

Abstract

fetched live from OpenAlex

du Midi.306 pages.Cet ouvrage intéressera sans doute d'abord les chercheuses et chercheurs oeuvrant dans le domaine de la formation à l'enseignement, même si on peut espérer que des personnes en formation voire des enseignantes et enseignants, s'emparent de tels travaux.Il aborde sous un angle original, en les reproblématisant, les enjeux complexes attachés à la (dé)professionnalisation de ce métier.Issus d'un symposium du Réseau international francophone de recherche en éducation et formation (REF) en 2019, les seize textes réunis (dont la préface de R. Etienne et la postface de C. Gervais) proposent des réflexions rétrospectives sur la période des 30 dernières années ancrées dans les différents contextes nationaux francophones (Belgique, France, Québec et Suisse), comme le veut la coutume de ce réseau, mais en y ajoutant cette fois une perspective brésilienne.

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)0.003
metaresearch head score (Gemma)0.008
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: Review · Consensus signal: Review
Teacher disagreement score0.190
Threshold uncertainty score0.378

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0040.002
Scholarly communication0.0060.006
Open science0.0010.002
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0320.017

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 head0.423
GPT teacher head0.535
Teacher spread0.112 · 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".

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Citations1
Published2023
Admission routes1
Has abstractyes

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Same venueSwiss Journal of Educational ResearchSame topicEducation, sociology, and vocational trainingFrench-language works237,207