Re‐theorizing the Sexual Minority Closet: Evidence From Queer South Asian Women
Bibliographic record
Abstract
Scholarship generally assumes the closet is a place of safety from the perceived risks associated with coming out. However, this overlooks its function as a source of violence, particularly for those belonging to multiple marginalized communities. Drawing on 40 qualitative interviews with second- and 1.5-generation queer South Asian women (QSAW) in Canada, this article offers a re-theorization of the closet as a dual site of safety and violence. My findings show that the convergence of sexual expectations of coming out with ethnic demands of staying closeted exacerbates QSAW's vulnerability to violence from family, the LGBTQ+ community, and intimate partners, who use violence as a tool to enforce, contest, and exploit the closet, respectively. Ultimately, the results stress the dangers of pressuring QSAW to come out to their parents. The findings are significant for understanding the intersectional complexities of the closet.
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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 | 0.012 | 0.018 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.015 | 0.023 |
| Scholarly communication | 0.006 | 0.007 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 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".