La collaboration école-famille dans l’apprentissage des mathématiques selon la perception des adolescents
Bibliographic record
Abstract
Cet article traite de la perception qu’ont des adolescents de la collaboration école-famille dans l’apprentissage des mathématiques. L’influence du milieu familial est abordée sous l’angle des attentes et des croyances des parents et de la participation parentale au suivi scolaire. Les résultats montrent que selon la perception des adolescents, il existe une relation positive entre la participation parentale dans des activités d’apprentissage à domicile et le rendement en mathématiques. Deux exemples de programmes visant à favoriser ce type de participation parentale sont discutés. Une combinaison d’éléments de ces programmes apparaît comme une avenue intéressante pour assurer une continuité dans les apprentissages réalisés à l’école et à la maison, et pour promouvoir des interactions plus positives entre parents, enseignants et élèves quant à l’apprentissage des mathématiques.
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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 | 0.004 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".