On Becoming a Male Sex Worker in Mysore: Sexual Subjectivity, “Empowerment,” and Community‐Based HIV Prevention Research
Bibliographic record
Abstract
Growing public health attention has been placed on the HIV vulnerability of males who sell sex to males in India. However, there is little research that outlines the trajectories through which males come to be involved in practicing sex work in India. Locating "male sex work" within a vibrant social, political, and erotic landscape, this article explores the intertwining of "sexual subjectivity" and "sex work." The authors refer to 70 sexual life histories generated from research conducted in Mysore to unsettle dominant public health notions that regard male sex work as rooted solely in poverty or as a decontexualized "behavioral risk factor." Such perspectives are countered by demonstrating how male sex work in Mysore encompasses a complex interplay between self-realization, sexual desire, social interaction, and public health discourse. Local conceptualizations of selfhood are discussed to suggest the limitations of prevailing empowerment discourses that advance Western notions of individuality.
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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 | 0.008 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.009 | 0.032 |
| Scholarly communication | 0.007 | 0.007 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.001 | 0.003 |
| 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".