Ovarian fluid enhances sperm movement in Arctic charr
Bibliographic record
Abstract
Like the spermatozoa of most other fish species spawning in fresh water, Arctic charr Sahelinus alpinus sperm were short‐lived (mean 42 s) after activation and their swimming speed declined rapidly during this period, e.g. from a mean speed of 106 um s −1 at 10 s after activation in fresh water to 21 μm s −1 only 20 s later. Ovarian fluid significantly influenced sperm longevity (duration of forward mobility), per cent motility, swimming speed and the linearity of sperm movement. All of these variables generally increased as the concentration of ovarian fluid increased from 0 to 50%, even though ovarian fluid is more than three times as viscous as fresh water. It is concluded that ovarian fluid enhances sperm movement in this species and thus has the potential to influence both fertilization success and the outcome of sperm competition.
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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 | 0.001 |
| 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".