Travail-famille : un défi pour les femmes à Cotonou
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
En Afrique de l’Ouest, le taux d’activité des femmes est élevé. Souvent cantonnées dans le secteur informel, elles contribuent pourtant de façon importante aux revenus du ménage. Toutefois, les rôles socialement prescrits imposent aux femmes la quasi-intégralité des tâches domestiques et des soins aux enfants. Cet article étudie la manière dont les femmes actives à Cotonou, au Bénin, gèrent leur quotidien entre contraintes familiales et obligations professionnelles. L’analyse montre que la conciliation incombe à toutes les femmes, quel que soit leur milieu socioéconomique. La différence se joue plutôt dans les ressources sociales et financières dont elles disposent pour pallier le fardeau de la double journée.
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.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it