The Emergence of Gay Identities in Contemporary Turkey
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The recent emergence of gay ( gey) identities raises core questions implicating globalization processes with the diffusion of models of sexual identity from other countries, and enjoins a vigorous debate on how and why gay identities are gaining increasing circulation around the world, challenging longstanding traditions of sexual organization. Relying on the voices of 20 Turkish men in Ankara, we argue that there is no one-way determinism in the adoption of sexual identity from the global to the local and that the meaning of gey is variable, entailing diverse ways of imagining, portraying, and seeing oneself. Turkish society today shows a heterogeneous set of co-existing and shifting social forms of inter-male connection, including some men who act consistently in terms of one or the other social form, and others who tack between them according to situation or personal preference.
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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 | 0.001 | 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 | 0.000 |
| 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 it