USE OF tSOZYME COMPOSITION OF SEED TO QUANTIFY RESISTACE OF FLAX CULTlVARS TO POWDERY MILDEW DISEASE
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
A field trial was conducted in 2002/2003 and 2003/2004 growing seasons at Giza Agricultural Research Station to evaluate the reactions of ten flax cultivars to powdery mildew (PM) disease, In general, the tested cultivars could be divided into four distinct groups, i.e., highly resistant (Ottawa 770 El. Dakota, and Bombay), resistant (Cass, Wilden, and Clay), susceptible (Koto and Marshall), and highly susceptible (Cortland and C1. 2008). The cultivars showed consrderable variatlon in disease severity (DS) ranged from 3.69 on Bombay to 100% on CL 2008. lsozymes of malate dehydrogenase (MDH). peroxidase (PRX) and esterase (EST) of cultivar seed were separated by polyacrylamide gel electrophoresis (PAGE), and the obtained banding patterns were visualized by using three staining systems. Data for PM severity (dependant vanable). and amounts of isozymes (independent variables or predictors) were entered Into a computerized stepWise multiple regression analysis, Using the predictors supplied by stepwise regression three models were constructed to quantify PM severity. Coefficient of determination (R ) values of the models were 98.67, 83.46, and 83 46% for MDH, PRX and EST, respectively. These results indicate that PAGE of isozymes may provtde a supplementary assay to greenhouse and field tests to distinguish quantitatively between PM resistant or susceptible cultivars.
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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 | 0.001 |
| 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