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Record W1696288055 · doi:10.3917/nras.070.0121

Définir la fonction d’enseignant-ressource dans le secondaire : une recherche-action formation

2015· article· fr· W1696288055 on OpenAlex
Nancy Granger, France Dubé

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueLa nouvelle revue - Éducation et société inclusives · 2015
Typearticle
Languagefr
FieldPsychology
TopicEducational and Psychological Assessments
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Au Québec, les récentes réformes en éducation ont conduit à l’intégration de nombreux Élèves à risque, handicapés ou en difficulté d’adaptation ou d’apprentissage (EHDAA) en classe ordinaire au secondaire. En 2006, la fonction d’enseignant-ressource est créée pour soutenir les enseignants qui connaissent peu les caractéristiques des élèves en difficulté. Dans ce contexte de nouveaux besoins de formation mais aussi d’accompagnement émergent dans ce contexte que les enseignants trouvent souvent difficile. Cet article traite d’une recherche- action formation menée au sein de trois équipes-écoles désireuses d’optimiser la fonction d’enseignant-ressource. Les facilitateurs et des obstacles rencontrés nous ont conduits à proposer un modèle d’accompagnement qui respecte à la fois les besoins des enseignants, ceux des élèves ciblés et les caractéristiques du milieu scolaire.

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.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.495
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.242
GPT teacher head0.473
Teacher spread0.231 · 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