An Examination of Monogamy Values Among Gay Men and the Influence of Masculine Gender Conformity
Bibliographic record
Abstract
Monogamy values and the influence of masculine conformity were examined using a sample of 154 gay men within the Greater Toronto Area. Monogamy values were measured on four dimensions: emotional monogamy, sexual monogamy, perceptions of monogamy as relationship-enhancing and perceptions of monogamy as a sacrifice. Gay men generally found monogamy to be enhancing, however, they tended to value emotional monogamy more than sexual monogamy. Gay men with traditionally masculine attitudes valued sexual monogamy less than those who held non-traditional attitudes. Emotional monogamy was not associated with masculine attitudes. This relationship of masculine attitudes and monogamy values was moderated by length of longest relationship experienced, religiosity, as well as current relational status. Results are interpreted through evolutionary, social learning and queer theory perspectives to suggest that monogamy values are a multi-faceted construct. Counsellors would benefit by asking questions regarding monogamy values expecting multiple interpretations as well applications.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".