Motivation à écrire et collaboration par clavardage chez des élèves du secondaire en difficulté
Bibliographic record
Abstract
Plusieurs élèves sont peu motivés à rédiger un texte. Le clavardage apparaît être un outil pouvant les soutenir en contexte d’écriture. L’objectif de cette recherche est de décrire la motivation d’élèves québécois du secondaire en difficulté lors de l’écriture d’un texte individuel à l’ordinateur et un texte collaboratif avec le clavardage. Les participants ont complété des questionnaires évaluant leur motivation à écrire. Leurs réponses ne nous permettent pas d’affirmer que les élèves sont plus motivés dans un contexte d’écriture que dans un autre. Néanmoins, elles ont montré qu’ils sont plus nombreux à avoir aimé écrire lors de la tâche qui s’est déroulée avec le clavardage.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.002 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".