Effect of Hexanal Vapor Treatments on Delay of Flower Senescence
Bibliographic record
Abstract
Floriculture is a major avenue of income for many people across the world. The senescence process in most flowers is essentially similar to that in fruits, initiated by ethylene and involving the catabolic breakdown of phospholipids. The carnation flower system is an ideal model system for studying the effect of compounds that may enhance the shelf-life and quality of flowers. Hexanal vapor treatment of carnation flowers at the tight bud stage delayed their development and flower opening. The spray application of hexanal compositions did not have any effect on the development of carnations. Postharvest hexanal vapor treatment of cut roses delayed flower opening and enhanced the visual appeal of flowers. Hexanal treatment appeared to enhance the quality of chrysanthemums flowers. The flowers were much larger and more appealing than those in the control and 1-methylcyclopropene treated sets.
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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) | 0.005 | 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".