Littératie précoce et apprentissage de la lecture : comparaison entre des enfants à risque, scolarisés en France dans des réseaux d’éducation prioritaire, et des enfants de classes régulières
Bibliographic record
Abstract
Cette étude, menée auprès d’enfants français d’âge préscolaire, a pour objectif de comparer les performances de littératie précoce d’enfants à risque (scolarisés en réseau d’éducation prioritaire, REP, et issus pour la majorité de milieux socio-économiques défavorisés) à celles d’enfants de classes régulières (et issus pour la plupart de milieux socio-économiques moyens). Les résultats montrent que les enfants de REP ont de moins bonnes performances que les enfants de classes régulières, en conscience rimique, vocabulaire, connaissance des lettres et en décodage. Leurs faibles performances dans certaines capacités de littératie précoce auraient pour conséquence un retard dans l’acquisition du décodage.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.009 |
| 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 | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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".