Genetic Diversity Studies in Ragi [<i>Eleusine coracana</i> (L.) Gaertn.] With SSR and ISSR Mrkers
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
Investigation was carried out on a collection of forty ragi genotypes to study the genetic diversity using ten SSR and 30 ISSR markers. There were successful amplification SSR and ISSR markers in ragi. Of the ten SSR primers six showed polymorphism, the number of alleles produced by SSR primers ranged from two to five with an average of 2.3 allele per primer with total of 23 alleles. The percentage of amplification ranged from 58 (RM 570) to 92 (RM 3351). Of the thirty ISSR primers used for molecular analysis, twenty primers showed polymorphism among forty ragi genotypes. The twenty polymorphic primers generated a total of 101 alleles. The number of alleles produced by different primers ranged between three and ten with an average of 5.05 alleles per primer. The percentage of amplification ranged from 33 (ISSR 20) to 85 (ISSR 29). Forty genotypes grouped into thirteen clusters (SSR) and five clusters (ISSR), respectively in UPGMA analysis.
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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