DELINEATING GENETIC DIVERSITY IN SOYBEAN (GLYCINE MAX L.) GENOTYPES: INSIGHTS FROM A-PAGE ANALYSIS OF GLOBULIN RESERVE PROTEINS
Bibliographic record
Abstract
This study explores the genetic diversity of soybean (Glycine max) genotypes using polyacrylamide gel electrophoresis (A-PAGE) to analyze globulin reserve proteins. The research utilized 51 soybean genotypes from various origins, including Canada, Turkey, Uzbekistan and others. The A-PAGE method was employed to extract and analyze the globulin storage proteins in the grains of soybean samples. The proteins were categorized into ω, γ, β and α zones, revealing distinct electrophoretic patterns among the genotypes. A total of 22 spectra and 107 patterns were identified, demonstrating polymorphism based on the frequency of occurrence. The genetic diversity index, calculated using Nei’s formula, indicated varying levels of genetic diversity across the different zones.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| 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".