Gender rebels: Inside the wardrobes of young gay men with subversive style
Bibliographic record
Abstract
Abstract A constant theme in the history of gay men’s dress has been the hyperbolic performance and radical confusion of masculine and feminine gender codes. This research seeks to understand how gender conventions influence the stylistic motivations and dress practices of contemporary gay men. Guided by the theory of gender performativity, this article presents the sartorial biographies of three urban-residing young gay men in Toronto, Canada, who each come from different ethnic backgrounds. Eschewing gender binaries, these men combine unique variations of conventionally masculine and feminine clothing to formulate distinctive looks. Influenced by their sexuality and intersectional identities, these men blend gendered dress codes to express their individuality as well as stimulate meaningful dialogue about gender. The experiences of the men in this study can be seen as representating the influence of neoliberal political ideology and the current postpostmodern cultural climate.
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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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".