Retrotransposon-based S-SAP as a platform for the analysis of genetic variation and linkage in globe artichoke
Bibliographic record
Abstract
A high copy number of retrotransposon sequences are present and widely dispersed in plant genomes. Their activity generates a considerable degree of sequence polymorphism. Here, we report the cloning of CYRE-5, a long-terminal repeat carrying retrotransposon-like sequence in Cynara cardunculus L., and its exploitation to develop a DNA fingerprinting assay across 22 accessions, including both cultivated (globe artichoke and cultivated cardoon) and wild (wild cardoon) types. The effectiveness of the sequence-specific amplified polymorphism (S-SAP) platform is compared with that of amplified fragment length polymorphism (AFLP). A genetic linkage analysis, based on a hybrid population between 2 globe artichoke varietal types, resulted in the inclusion of 29 S-SAP loci in the core genetic map, confirming their dispersed distribution across the globe artichoke genome.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 source (direct Gemma or distilled Codex), 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".