Remission Effect of Exogenous Betaine on Biological Membrane Injury of Jatropha Curcas Under PEG Stress
Bibliographic record
Abstract
Jatropha curcas is considered as one of the important energy plants due to its high oil content in seeds.Seeds and seedlings of J.curcas were treated by seed soaking or root watering using exogenous betaine respectively.The results indicated that pretreatment of seed soaking or root watering with exogenous betaine could improve endogenous contents of betaine in stems and lea-ves,alleviate accumulation of malondialdehyde(MAD) and increase in the rate of electrolyte leakage in roots,stems and leaves under polyethylene glycol(PEG) stress,implied that remission effect of pretreatment of exogenous betaine on biological membrane injury could relate to increased endogenous betaine in seedlings of J.curcas.
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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 | 0.000 |
| 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".