Desiccation Sensitivity of Panax notoginseng Seeds and Membrane Lipid Peroxidation
Why this work is in the frame
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Bibliographic record
Abstract
The normal biochemical and physiological methods were applied to measure the dynamic changes of seed vigor,germination rates, relative electrolyte leakage,malonaldehyde( MDA) contents,antioxidant enzymes activities of P. notoginseng seeds after dehydration treatments and explore its desiccation sensitivity and influence mechanism. The results showed that the critical water content of P. notoginseng seeds was 20%. With the increase of dehydration extent,the vigor and germination rates of P. notoginseng seeds were decreased,relative electrolyte leakage and MDA contents were increased,and the antioxidant enzyme activities were increased in the early stage,then decreased later. Membrane lipid peroxidation and the enzymatic decrease of antioxidant system were the main reasons for desiccation sensitivity of P. notoginseng seeds.
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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