Sexuality and Sexual Agency Among Heterosexual Black Men in Toronto: Tradition, Contradiction, and Emergent Possibilities in the Context of HIV and Health
Bibliographic record
Abstract
This article critically examines common understandings of sexuality and sexual agency among heterosexual Black men in Toronto. The findings are based on focus groups and in-depth interviews conducted for the qualitative arm of the broader weSpeak project, a mixed-methods study designed to engage and support heterosexual Black men in Ontario, Canada, in living more holistically healthy lives. Focus groups and in-depth interviews with 69 self-identified heterosexual Black men focused on vulnerability and resilience to HIV, but participants also shared their complex experiences and perspectives related to sexuality and sexual agency, especially in the context of systemic and structural conditions that affect their wellbeing. This article provides excerpts from their narratives to illustrate the complexities and emergent possibilities related to sexuality and sexual agency among heterosexual Black men, which may open up new ways of approaching HIV prevention and health promotion.
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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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".