Emergence of sperm from female storage sites has egg-influenced and egg-independent phases in <i>Drosophila melanogaster</i>
Bibliographic record
Abstract
The coordinated introduction of sperm and eggs is a prerequisite of high fertilization efficiency. In Drosophila melanogaster, as in most internally fertilizing animals, mated females store sperm prior to fertilization. Yet the regulation of sperm exit from these storage sites is poorly understood. To test one likely factor that could coordinate gamete availability, we quantified sperm exit from storage in three types of female: genetically matched females that were normal or eggless, and an additional wild-type control. Long-term depletion of sperm stores in normal females and eggless females occurs at similar rates. However, soon after mating, egg presence appears to accelerate the transition from one storage stage to the next. Since male ejaculate components and female factors contribute to sperm depletion, opportunities exist for both cooperation and conflict between the sexes in sperm storage dynamics.
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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 | 0.000 | 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 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".