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Record W3173059070 · doi:10.4000/pratiques.10060

« Discipline », « progression », « gestes didactiques » Échanges croisés autour de trois concepts stratégiques pour les recherches actuelles en didactique du français

2021· preprint· fr· W3173059070 on OpenAlexaff
Olivier Dezutter, Marie-Laure Elalouf, François Le Goff

Bibliographic record

VenuePratiques · 2021
Typepreprint
Languagefr
FieldSocial Sciences
TopicFrench Language Learning Methods
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsPhilosophyComputer sciencePolitical science

Abstract

fetched live from OpenAlex

Trois chercheurs chevronnés représentant des domaines distincts de la didactique du français font ici le point sur trois concepts jugés particulièrement centraux dans de nombreux travaux actuels : celui de « discipline », qui interroge à la fois le contexte scientifique dans lequel s’inscrivent les didacticiens du français et la nature de leur rapport aux objets ; celui de « progression », qui interroge à la fois l’attention portée au développement cognitif des élèves et la cohérence longitudinale tant des objets enseignés que des modalités d’enseignement ; et celui de « geste », qui porte la focale sur la dimension empirique « micro » de la pratique enseignante.

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)0.018
metaresearch head score (Gemma)0.024
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: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.092
Threshold uncertainty score0.182

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.024
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.005
Science and technology studies0.0040.014
Scholarly communication0.0140.009
Open science0.0010.004
Research integrity0.0020.004
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 head0.060
GPT teacher head0.410
Teacher spread0.350 · 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".

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Citations0
Published2021
Admission routes1
Has abstractyes

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