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Record W2148129016 · doi:10.7202/1017488ar

Analyse des pratiques enseignantes et la construction d’un référentiel de compétences : perspectives et contraintes méthodologiques

2013· article· fr· W2148129016 on OpenAlexaffvenue
François Larose, Vincent Grenon, Johanne Bédard, Jimmy Bourque

Bibliographic record

VenueNouveaux cahiers de la recherche en éducation · 2013
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité de MonctonUniversité de Sherbrooke
Fundersnot available
KeywordsHumanitiesPhilosophySociology

Abstract

fetched live from OpenAlex

L’analyse des pratiques enseignantes oscille présentement entre l’étude des pratiques effectives et l’étude d’un discours sur ces pratiques. Or, les sciences de l’éducation semblent peiner, dans cette entreprise, à quitter le domaine des études dites exploratoires, souvent menées de façon plus ou moins structurée sur un nombre restreint de sujets, défiant ainsi tout effort de généralisation. Cet article présente une démarche scientifique de modélisation des invariants sous-tendant les pratiques. Cette démarche suppose une approche en deux temps : 1) l’étude des représentations de la pratique, formulées par un nombre suffisant de praticiens et dégagées à la suite d’analyses lexicométriques, et 2) l’étude des pratiques effectives, documentées par vidéoscopie et reliées entre elles à l’aide d’analyses factorielles. Des illustrations de la démarche sont fournies.

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)0.039
metaresearch head score (Gemma)0.045
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.285
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0390.045
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.008
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0020.002
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 head0.294
GPT teacher head0.505
Teacher spread0.211 · 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 designQualitative
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

Citations8
Published2013
Admission routes2
Has abstractyes

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