L’implication des entreprises dans l’aide à la parentalité en France : Une initiative bienvenue mais source d’inégalités entre salariés
Bibliographic record
Abstract
Cet article présente une partie des résultats de l’enquête « famille et employeurs » de l’INSEE. L’article expose un certain nombre d’éléments sur les attentes des employés, sur la connaissance qu’a l’employeur de la situation familiale, sur les prestations en nature et financières offertes par l’employeur et sur les aménagements possibles. L’article montre que le dispositif public de politique familiale contribue déjà à la relative satisfaction des Français dans le domaine de la conciliation et peut également expliquer le maintien d’un niveau relativement élevé de la fécondité comparé aux autres pays européens. Mais les options proposés aux parents ne sont pas toujours suffisamment variées et importe de poursuivre le développement des services de garde, sans compter sur les seules entreprises.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.004 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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; both teacher heads agree on what is shown here.
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".