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Record W2785507426

Therriault, G., Baillet, D., Carnus, M.-F. et Vincent, V. (dir.). (2018). Rapport au(x) savoir(s) de l’enseignant et de l’apprenant. Une énigmatique rencontre. Louvain-la-Neuve, Belgique : De Boeck Supérieur, 204 p. ISBN : 978-2-8073-1336-1

2017· article· fr· W2785507426 on OpenAlexaboutno aff
Marie-Sylvie Claude

Bibliographic record

VenueRecherche & formation · 2017
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesArtPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

Issu d’un symposium du « Reseau education et formation » (universite de Montreal, octobre 2015), cet ouvrage fait suite a un autre, Le rapport au(x) savoir(s) au cœur de l’enseignement. Enjeux, richesse et pluralite (Vincent et Carnus, 2015), qui se consacrait principalement au rapport au(x) savoir(s) des enseignants. Les contributeurs se donnent ici pour finalite de repondre a la question posee par P. Perrenoud dans la postface du premier ouvrage : « Le rapport au savoir est-il contagieux ? ...

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)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.049
Threshold uncertainty score0.145

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0020.002
Scholarly communication0.0060.006
Open science0.0010.002
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0430.026

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 head0.308
GPT teacher head0.457
Teacher spread0.149 · 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 designTheoretical or conceptual
Domainnot available
GenreOther

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
Published2017
Admission routes1
Has abstractyes

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