Correlates of reproductive success in a wild population of <i>Hippocampus whitei</i>
Why this work is in the frame
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Bibliographic record
Abstract
An analysis of 27 broods born in situ to wild male seahorses Hippocampus whitei , with known partners, showed that female size was the key determinant of the number of young released by the male. There was also an apparent decline in both the number of young per brood, and the size of those young, over the breeding season. The size of the brood and of the young may be more proximate indicators of reproductive success in seahorses than in other fishes, because they can be measured at the time of release, here 20–22 days after fertilization, after which survival is presumed to be relatively higher than in other species. The best model, however, explained <40% of the brood size.
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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 | 0.000 |
| 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