Bibliographic record
Abstract
Due to the emphasis on “traditional” gender roles, the “nuclear family,” procreation and conservative religious values, many gay and lesbian Jews feel a sense of alienation from the Jewish community and develop an ambivalent or conflicted relationship about their own Jewish identity. As a result, gay Jews often struggle to find ways to successfully negotiate their ethno-religious and sexual identities. Based upon in-depth interviews of thirty gay Jewish men in Toronto, this work offers a case study to empirically and theoretically explore the varied experiences of these intersecting identities for this under-studied population. Recent research on other ethnic minority gays and lesbians tend to simplify this question by suggesting that the minority gay individual will simply choose to prioritize one of these identities while repressing the other. Building upon studies of gay Christians that stress more fluid, dynamic and evolving approaches to identity construction, this paper underscores the complexity and variability of this phenomenon as it applies to gay Jews.
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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 | 0.013 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.022 | 0.031 |
| Scholarly communication | 0.011 | 0.006 |
| Open science | 0.001 | 0.012 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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".