Le pouvoir aux marges : les femmes qui vivent avec le VIH, entre marginalité et mobilité sociale
Bibliographic record
Abstract
L’auteure étudie les mobilités sociales engendrées par des dispositifs sociosanitaires de prévention et de prise en charge du VIH/sida parmi des femmes séropositives socialement marginalisées résidant dans la ville de Gondär, au nord-ouest de l’Éthiopie. Assujetties à un pouvoir de plus en plus orienté vers la prise en considération des individus se situant aux marges de la société pour faciliter leur autonomisation (empowerment), ces femmes entament des processus de construction identitaire au sein desquels leurs statuts sociaux sont le résultat d’arrangements et de compromis entre des rôles féminins traditionnels et les nouvelles formes de militantisme et de visibilité sociale auxquelles la lutte contre le VIH/sida a donné lieu.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".