Isolation of nine novel tetranucleotide microsatellites in Atlantic herring ( <i>Clupea harengus</i> )
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Nine tetranucleotide microsatellite loci developed for Atlantic herring are presented. Loci were isolated using a magnetic bead hybridization selection protocol that yielded an 80% enrichment for tetranucleotide microsatellites. Fifty Atlantic herring from each of a North‐west and North‐east Atlantic spawning group were screened at each locus. Loci were polymorphic (12–56 alleles per locus) and exhibited high levels of observed heterozygosity (0.66–0.98). These loci are therefore suitable for population studies and the analysis of mating systems.
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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 | 0.000 | 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 it