Horticultural Plant Cold Resistance Mechanism under WRKY Transcription Factor and Sugar Interaction
Bibliographic record
Abstract
Cold stress seriously affects the growth development of plants and crop yield. In order to ensure survival, plants have formed a complex and efficient regulatory network to resist the cold stress or gradually adapt to it. WRKY transcription factors play an important role in plant abiotic stress response. Although exogenous sugar can also improve the resistance of plants to cold stress, the response mechanism of plants to cold stress under the interaction between transcription factors and sugar is still unclear. In this review, the author introduced the damage of cold stress on plants, briefly summarized the mechanism and regulatory network of WRKY transcription factors in response to stress. Moreover, the author also reviewed the response of horticultural plants to cold stress after exogenous sugar and explained the possible cold resistance mechanism of horticultural plants under the interaction between WRKY and sugar, which aimed to provide some reference for the study of the internal molecular mechanism of horticultural plants coping with cold stress.
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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".