Parents démocratiques et enfants autonomes. Dynamique familiale de la réussite scolaire?
Bibliographic record
Abstract
Cet article est inspiré de certains résultats d’une recherche récente qui montre que, dans les familles réunissant des parents démocratiques et des enfants autonomes, ces derniers ont toutes les chances de réussir à l’école. Après avoir situé ces résultats dans les connaissances récentes sur le sujet, les auteurs illustrent par des exemples contrastés les dynamiques présentes dans deux familles issues d’un milieu ouvrier et populaire. La première présente un style démocratique et l’enfant réussit bien, alors que la deuxième est de type autoritaire et l’enfant connaît des difficultés à l’école. Les contrastes entre les dynamiques familiales font ressortir des pistes à suivre pour prévenir le décrochage scolaire et favoriser le succès à l’école.
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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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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".