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Record W4416879170 · doi:10.71403/qp71gr97

Raisonner, conceptualiser, représenter et leurs rapports dialectiques: la pensée fonctionnelle comme une totalité dynamique

2025· article· W4416879170 on OpenAlexafffund
Virginie Robert

Bibliographic record

VenueRevue québécoise de didactique des mathématiques · 2025
Typearticle
Language
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité Laval
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsContext (archaeology)Object (grammar)Perspective (graphical)Meaning (existential)Constraint (computer-aided design)

Abstract

fetched live from OpenAlex

L’objectif de cet article est de présenter notre caractérisation opératoire de la pensée fonctionnelle qui permet de rendre compte de la richesse et de la complexité de son déploiement dans l’activité. En nous appuyant sur la théorie de l’objectivation (Radford, 2011, 2021a) et sur des éléments d’un cadre conceptuel de la pensée fonctionnelle, nous proposons une caractérisation de cette dernière qui s’appuie sur ses principales manières d’agir et de réfléchir en activité et les rapports dialectiques qui les unissent. Nous illustrons ensuite les résultats qui émergent de sa première mise à l’épreuve empirique dans notre recherche doctorale (Auteure, 2024) et qui révèlent non seulement de nouvelles subtilités de la pensée fonctionnelle, mais aussi la richesse de traiter la pensée qui se déploie en activité comme une totalité dynamique.

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)0.009
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.323
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0020.004
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 head0.199
GPT teacher head0.437
Teacher spread0.239 · 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; both teacher heads agree on what is shown here.

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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