Le rôle des composantes de la qualité de l’environnement éducatif à la petite enfance sur la préparation scolaire des enfants issus de familles immigrantes
Bibliographic record
Abstract
Cet article présente les résultats d’une recension systématique de 23 articles scientifiques, essentiellement américains, portant sur le rôle des composantes de la qualité de l’environnement éducatif à la petite enfance sur la préparation scolaire des enfants issus de familles immigrantes. Les résultats révèlent que la formation du personnel, les interactions adulte-enfants et celles entre les pairs et le programme éducatif constituent les principales composantes de la qualité de l’environnement éducatif pouvant favoriser leurs apprentissages. À ces composantes s’ajoute le contexte qui influence la qualité de l’environnement éducatif et la préparation scolaire. Cette recension des écrits souligne l’importance des pratiques sensibles à la langue et à la culture des enfants sur leur préparation scolaire.
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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 | 0.007 | 0.019 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".