Bibliographic record
Abstract
Les taux d’emploi masquent des réalités sociales très disparates selon les pays, ce qui rend hasardeuse leur comparaison immédiate. Les modes de prise en compte des absences, qui renvoient aux politiques de protection sociale en vigueur, ont une influence majeure sur la mesure de ces taux. La Suède présente à ce titre un taux d’absence au travail très élevé, particulièrement chez les femmes. Second constat : la disponibilité temporelle des femmes en Suède exerce un effet structurant sur la nature et les conditions de leur activité professionnelle, en lien notamment avec les conventions qui président à la construction des temps sociaux. Enfin, le cumul d’une charge domestique qui perdure malgré son partage et d’un environnement professionnel dégradé explique pour une partie des femmes en emploi l’ampleur des absences au travail pour cause de maladie. La décommodification de la vie salariale suédoise est un processus non abouti.
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 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".