Predicting the Timing of Coming Out in Gay and Bisexual Men From World Beliefs, Physical Attractiveness, and Childhood Gender Identity/Role<sup>1</sup>
Bibliographic record
Abstract
In a questionnaire study, we examined the age of “coming out” (i.e., acknowledging one's sexual identity) in gay and bisexual men as predicted by belief in a just world (BJW), personal efficacy (PE), physical attractiveness, childhood gender identity/role, and demographics. As hypothesized, men with a higher BJW, greater physical attractiveness, greater degree of same‐sex behavior, and younger age reported an earlier age of coming out. An interaction between BJW and childhood gender identity/role showed, as expected, that the relation with BJW only occurred among men with greater childhood femininity. Unexpectedly, PE was unrelated to age of coming out. Results add to previous studies on the coming‐out process and to work suggesting a buffering effect of BJW in other contexts.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 |
| 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 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".