Development and characterization of novel tetra‐ and dinucleotide microsatellite markers for the French Polynesia black‐lipped pearl oyster, <i>Pinctada margaritifera</i>
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract Ten microsatellite loci were developed for the black‐lipped pearl oyster Pinctada margaritifera with a magnetic bead enrichment protocol. These tetra‐ and dinucleotide markers were polymorphic, with 10 to 43 alleles observed in 97 individuals from two Tuamotu atoll populations. Most loci revealed significant genic differentiation between the two populations and also exhibited some degree of heterozygote deficiencies, probably due to the presence of null alleles. These loci should be very useful to describe genetic structure, genetic variability and reproductive success in the various aquaculture and wild populations of pearl oyster in French Polynesia.
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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