Enquête auprès de la population du Grand Tunis sur les connaissances et les attitudes en matière de santé sexuelle et reproductive ainsi que sur la réception des messages de prévention
Bibliographic record
Abstract
En Tunisie, aucune étude sur la réception des messages en santé sexuelle et reproductive n’a encore été menée auprès de la population. Cette étude vise à faire le point sur les niveaux de connaissances, les attitudes et la réception des messages en santé sexuelle et reproductive en vue de concevoir et de planifier les stratégies appropriées en matière d’information, d’éducation et de communication. Quatre thèmes font l’objet de l’enquête : la planification familiale, la lutte contre le VIH Sida, la prévention du cancer du sein et la lutte contre la violence basée sur le genre. Il s’agit d’analyser les campagnes diffusées dans les médias grand public (télévision, radio et presse écrite) et par voie d’affichage urbain.
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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 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; 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".