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Record W3198822543 · doi:10.52358/mm.vi8.187

Innover, collaborer, apprendre : l’initiative École en réseau dans la mise en pratique de l’apprentissage à distance des élèves et des enseignants

2021· article· fr· W3198822543 on OpenAlexaffvenue
Sophie Nadeau-Tremblay, Jessica Métivier

Bibliographic record

VenueMédiations et médiatisations · 2021
Typearticle
Languagefr
FieldSocial Sciences
TopicCollaborative Teaching and Inclusion
Canadian institutionsCegep de Sainte Foy
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

L’initiative École en réseau (ÉER) soutient des enseignants à collaborer autour de projets interclasses pour enrichir et diversifier l’environnement d’apprentissage par le numérique (Allaire et al., 2008). Les pratiques mises en œuvre ont permis de développer dans ÉER une expertise dans le travail en réseau et l’apprentissage connecté (Bruillard et al., soumis). Au printemps 2020, la situation mondiale a forcé le monde éducatif à revoir leurs manières de soutenir les élèves. La transposition de la classe en réseau, à la classe à distance fut aisée pour les enseignants d’ÉER. L’article relate l’innovation, la collaboration et l’apprentissage en réseau de cette forme pédagogique particulière mise en œuvre par ÉER pour la formation à distance des enseignants et l’enseignement à distance de l’ordre préscolaire et primaire.

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)0.003
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.403
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.004
Science and technology studies0.0040.002
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.035
GPT teacher head0.321
Teacher spread0.286 · 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 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

Citations1
Published2021
Admission routes2
Has abstractyes

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