LES DÉFIS DE L’ENGAGEMENT PARENTAL EN MILIEU SCOLAIRE CHEZ LES PARENTS D’ENFANTS AUTISTES : UNE ÉTUDE QUALITATIVE
Bibliographic record
Abstract
L’engagement des parents dans le milieu scolaire est encouragé et valorisé, mais peu d’écrits se sont intéressés à ce sujet en contexte d’autisme. L’analyse qualitative des tâches des pères et des mères, en lien avec la scolarisation de leur enfant présentant un TSA, a permis de mieux comprendre les tâches effectuées à quatre niveaux : celles réalisées directement auprès de l’enfant, auprès du personnel scolaire, de la commission scolaire et des partenaires externes au milieu scolaire. La mise en lumière de la dimension émotionnelle de ces tâches a permis de mieux cerner l’intensité et la lourdeur de celles-ci.
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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 | 0.015 | 0.020 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.007 | 0.008 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
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".