Enjeux d’une recherche collaborative menée avec trois enseignantes atikamekws à l’éducation préscolaire
Bibliographic record
Abstract
L’intérêt de documenter les rôles d’enseignantes atikamekws en contexte de jeu symbolique pour favoriser l’émergence de l’écrit provient d’une double préoccupation ; un besoin de questionner scientifiquement la pratique et celui de trois enseignantes atikameks qui souhaitaient avoir des outils pour favoriser le langage oral et écrit des enfants. Pour répondre à cette double préoccupation, une recherche collaborative a été menée dans trois classes d’éducation préscolaire en contexte autochtone. Ce texte propose une réflexion sur le développement professionnel des enseignantes autochtones et la collaboration des acteurs permettant le bon déroulement de ce projet de recherche.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".