The Regulation of Brassinolide Biosynthesis and Physiological Effects in Grape Berries
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Brassinolide is an important plant hormone regulating plant growth and development, promoting cell division and elongation, photosynthesis and respiration, photomorphogenesis, stress resistance improvement, transpiration reduction and make a very important contribution to the improvement of grape fruit yield and quality. In this research, key enzymes and influencing factors in brassinolide biosynthetic pathway and the effects of brassinolides on grape fruit yield and quality were reviewed, the physiological impacts of brassinolide on plant photosynthesis, respiration, transpiration, and photomorphogenesis were also summarized. Meanwhile, the interaction network between brassinolide and other plant endogenous hormones was reviewed, opinions that future research direction should be focused on the synthesis of related transcription factors and interaction mechanism between brassinolides and other plant hormones as well as research and development of new efficient brassinolides plant regulators were put forward.
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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