303 EFFECT OF SEMEN BATCHES AFTER SEXING ON PRODUCTION EFFICIENCY OF BOVINE EMBRYOS IN VITRO
Bibliographic record
Abstract
Within an in vitro production system, bulls differ with respect to their semen potential in generating embryos when the variables of maternal effects are minimized (Marquant-le-Guienne and Humblot 1992 Ann. Zootech. 41, 361-370). We have tested the hypothesis that even with this variation among bulls, there is also an intra-bull variation among frozen sexed semen batches (Sexing Technologies, Navasota, TX, USA; personal communication) when used with IVF. In an embryo commercial production system, 5058 viable oocytes obtained by ovum pick-up with ultrasound from 193 Nelore cows (Bos indicus) over a 12-month period were matured in vitro for 24 h in TCM-199 (Gibco, Life Technologies, Carlsbad, CA, USA) containing 0.5 µg mL-1 FSH (Bioniche Animal Health, Belleville, Ontario, Canada), 50 µg mL-1 LH (Intervet, Boxmeer, the Netherlands) and 10% fetal bovine serum (Gibco). Mature oocytes were inseminated in vitro for 18 h in IVF-Talp medium (BSA-FAF 6 mg mL-1; 10 ng of heparin, Sigma, France), using 3 different batches (I, II, III) of frozen-thawed sexed semen from 4 bulls (A, B, C, D), separated with a Percoll gradient (45:90; Sigma, St-Quentin Fallavier, France). Putative zygotes surrounded in cumulus cells were transferred in CR2aa medium droplets (Rosenkrans and First 1994 J. Anim. Sci. 72, 434-437) with 3 mg mL-1 BSA-FV (Sigma) for 163 h in a humidified incubator at 39°C, with an atmosphere of 5% CO2 in air. Total number of oocytes, total number of blastocysts, and embryonic developmental rates for each bull and respective batch are reported in Table 1. The chi-square test was measured with a significance level of P < 0.05 and showed that there is difference between the batches used with respect to developmental rates of blastocysts. Therefore, there is intra-bull variation in the ability to produce in vitro embryos according to the batch of frozen sexed semen. Table 1. Viable oocytes (VO), total blastocysts (TB), and embryo development rate (%E) by bull and batch used in IVF
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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 | 0.001 |
| 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".