Ethylene Signal Transduction During Fruit Ripening and Senescence
Bibliographic record
Abstract
Ripening and senescence involve the last phase of molecular and biochemical changes that result in the transformation of fruits into an edible form with aesthetically superior organoleptic and nutritional qualities. Ethylene is a key signal molecule that regulates a multitude of processes including seedling growth, organ development, abscission, ripening, leaf, and flower senescence, germination, sex determination, stress, and pathogen response. The phospholipase family of enzymes are capable of providing stability to the cell and are involved in remodeling of membrane structure. Phospholipase D (PLD) has been shown to be involved in many cellular processes in response to nutrient deficiency, phytohormones, and biotic and abiotic stresses. In a recent study, the function of PI3K in plant senescence and ethylene signal transduction process was evaluated by expression of S.lycopersicum PI3K in transgenic N.tabacum, and delineating its effect on flower senescence.
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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) | 0.021 | 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".