The Ineffable Disease: Exploring Young People's Discourses About HIV/AIDS in Alberta, Canada
Bibliographic record
Abstract
The ongoing epidemic of HIV/AIDS in Western societies (in particular in North America), where most of the population knows about the disease and how it is transmitted, suggests that providing information is not enough to change unsafe conduct. More complex psychosocial processes, mainly still unexplored, seem to underlie the translation of health knowledge about the disease and the infection into safe practices. In this article we explore the discourse of young people in Alberta about HIV/AIDS and discuss ways in which this information might be used to shape preventive strategies. We conducted eight focus groups with young people 18 to 25 years of age living in Edmonton, Alberta, Canada, and analyzed the data using psychosocial discourse analysis. The results confirm the role of young people's interpersonal exchanges in determining HIV/AIDS preventive conduct and show the importance of social discourses about HIV/AIDS in mediating the impact of preventive campaigns on young people's attitudes and beliefs.
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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 | 0.017 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| 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".