The Comprehensive Evaluation of Saline Resistance in the Seed Germination Period of 33 Oil-sunflower Varieties
Bibliographic record
Abstract
The oil-sunflowers were treated with 150 mmol/L concentration mixed liquor of NaCl,NaHCO3,Na2CO3 and Na2SO4 whose quality ratio was 1∶9∶9∶1in the period of seed germination.The saline resistances of 33oil-sunflower varieties were evaluated comprehensively by germination index,membership function and clustering analysis.The results showed that the saline resistances of different oil-sunflower varieties differed greatly.The saline resistances of 33oil-sunflower varieties in the period of seed germination were divided into 5groups by clustering analysis,the varieties whose saline resistances were strongest were 6.1%,those whose resistances were stronger were 27.3%,those whose resistances were weaker were 18.2%,those whose resistances were weakest were 9.1%.The membership function analysis showed that the saline resistance of YK 9and YK 31 were the strongest,the saline resistance of YK 14,YK 28 and YK 30 were weakest.
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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 | 0.001 | 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 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".