Studies on the Responses of Root, Shoot and Drought Resistance in the Seedlings of Forage Triticale to Water Stress
Why this work is in the frame
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Bibliographic record
Abstract
In order to investigate the identification index of drought resistance in the forage triticale seedlings, 30 triticales withdifferent genotypes were identified by 20%–PEG6000. Results showed that responses of each gene to water stress wererelatively obvious, water content decreased, the root-shoot ratio enhanced, and leaf curvature and root hyperplasied;There was significant difference among different genotypes, material 27,29,30 showed a good representation to waterstress, and their root status were also good. The variation regularity of water content and root hyperplasia was good andthey had a great significant correlation. But the variation of root-shoot ratio is relatively complex, other factors shouldbe taken further consideration in the application.
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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 | 0.002 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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