Same-Sex Sexual Partner Preference in Hormonally and Neurologically Unmanipulated Animals
Bibliographic record
Abstract
Proximate and ultimate biological theories for understanding sexual behavior predict that sexual dimorphism in sexual partner preference should be ubiquitous in the animal kingdom. A review of the literature found evidence for same-sex sexual partner preference in a small number of species (female pukekos, cows, domestic rams, female Uganda kobs, female Japanese macaques). Thus, theoretical predictions concerning the development and evolution of sexual partner preference appear to hold true except for a handful of exceptional species. Why individuals in some animal species exhibit same-sex sexual partner preference remains the object of debate. At a proximate level, domestic rams that exhibit same-sex sexual partner preference have been shown to differ in certain aspects of their neurobiology and physiology from rams that do not exhibit such a preference. It remains unclear, however, as to whether these differences are produced by sex-atypical perinatal exposure to androgens and their estrogenic metabolites. At an ultimate level, numerous functional hypotheses for same-sex sexual partner preference have been tested in female Japanese macaques but have failed to receive support. Understanding why same-sex sexual partner preference evolves in some species may involve abandoning a strictly functional perspective and, instead, approaching the issue from the perspective of each species' unique evolutionary history.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.005 | 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".