Communication avec les partenaires sexuels sur le risque de contamination par le VIH/sida chez des apprenties couturières au Bénin
Bibliographic record
Abstract
Communication with sexual partners on the risk of HIV/AIDS infection and its relation to risk-taking was examined in a group of young single women who have been removed from school and apprenticed to a seamstress in Cotonou, Benin. Twenty women aged 15 to 24 were interviewed. Results showed that more than half the women had already discussed HIV/AIDS with their partners. This discussion, always initiated by the woman, progresses until the ultimate goal is achieved: discussion of practicing safer sex. Women who openly communicated with their partners possessed certain common characteristics (e.g. they were born in Cotonou, seeking marriage or financial assistance, had a perception of risk, had discussions with friends). Those who communicated the most reported that practicing safer sex consisted of using a condom, which still remains an occasional practice at best.
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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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".