Study on Differential Proteomics of Leymus chinensis Under Saline-alkaline Stress
Why this work is in the frame
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Bibliographic record
Abstract
To reveal the molecular mechanism of saline-alkaline tolerance from Leymus chinensis,the protein expression profile was constructed by 2D-DIGE and MALDI TOF/TOF.There were 74 protein spots presenting to express differentially after the total proteins were separated by 2D-DIGE.The 44 proteins of all presenting spots were up-regulated,and 30 proteins were down-regulated.Among the 74 protein spots,the annotations of the 33 differential expressed proteins were known.The expressed proteins were analyzed and compared by mass spectrum.Identified differential proteins took part in the energy exchange,metabolic processes of basal metabolism,photosynthesis,plant defense,and DNA synthesis,respectively.These works will be fundamental data to illuminate the molecular mechanism of plant defense to saline-alkaline stress.
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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 | 0.001 |
| 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