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Record W4407013466 · doi:10.71403/cw6chf55

Récit de l’évolution du projet didactique d’une enseignante au sein d’un collectif œuvrant autour de l’enseignement-apprentissage des probabilités au primaire

2025· article· fr· W4407013466 on OpenAlexaffabout
Vincent Martin, Marianne Homier

Bibliographic record

VenueRevue québécoise de didactique des mathématiques · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicMathematics Education and Teaching Techniques
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsPhilosophyHumanities

Abstract

fetched live from OpenAlex

Au Québec, l’enseignement-apprentissage des probabilités n’occupe généralement qu’une petite place au sein des classes. Plusieurs personnes enseignantes disent y rencontrer des défis, mais les voies de développement professionnel en lien avec l’enseignement-apprentissage des probabilités au primaire ne sont pas toujours évidentes. Afin de soutenir ce développement professionnel, nous avons formé un collectif de personnes enseignantes et chercheures. À la manière d’une Clinique didactique de l’activité (Benoit, 2022, 2024), nous avons conjointement réfléchi à des projets didactiques réalisés, empêchés ou souhaités pour cet enseignement-apprentissage. Nous présentons le cas d’une enseignante du collectif à travers une analyse de son processus , en montrant notamment que son activité d’enseignement, d’abord fortement ancrée dans l’approche théorique, fait progressivement place aux approches fréquentielle et subjective.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.475
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0030.002
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.023
GPT teacher head0.297
Teacher spread0.274 · 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 teacher head, not a consensus.

Study designTheoretical or conceptual
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 routes2
Has abstractyes

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