Étude des liens entre la compréhension en lecture, l’inhibition et l’utilisation des médias : pour un meilleur développement des compétences chez les élèves du primaire
Bibliographic record
Abstract
Plusieurs facteurs influencent la compréhension en lecture, dont l’inhibition et les habitudes liées aux médias. La période entre la 4e et la 6e année du primaire est cruciale, car les élèves doivent continuer leur apprentissage de la lecture tout en lisant pour apprendre. L’article explore la relation entre la compréhension en lecture, l’inhibition et les habitudes d’utilisation des médias chez cette population. Les résultats montrent que de moins bonnes capacités d'inhibition sont associées à une utilisation plus importante des médias. Un constat concerne la sensibilisation des élèves sur leurs habitudes liées aux médias pour optimiser le développement de leur compétence à lire.
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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 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 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; 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".