Bibliographic record
Abstract
La politique familiale française, par les prestations du Complément de libre choix d’activité (CLCA) à taux réduit, encourage un modèle de conciliation entre la vie familiale et la vie professionnelle s’appuyant sur l’exercice du travail à temps partiel. Ce type de recours au CLCA, bien que rare, est le plus fréquent chez les pères. S’ils présentent leur recours au travail à temps partiel comme un choix en partie guidé par leur regard distancié sur le travail, ces pères témoignent en même temps de leur attachement à la place importante du travail dans leur vie. Ils composent plus qu’ils ne rompent avec le modèle prescriptif de travail masculin. Ainsi, au regard de ce qu’ils considèrent acceptable à l’égard de la norme de l’engagement des hommes au travail, ils justifient leur aménagement du temps de travail moins dans une logique de « conciliation » que de « flexibilité ».
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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.029 | 0.002 |
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".