Use of<i>Thymus vulgaris</i>Essential Oil to Improve the Safety and Shelf-life of Iranian Table Grape
Bibliographic record
Abstract
Abstract There is increasing public concern over the level of pesticide residues in food. Naturally occurring biologically active compounds from plants are generally assumed to be more acceptable and less hazardous than synthetic compounds. Therefore Thymus vulgaris essential oil was applied in ‘Fakhri’ grape cultivar at six concentrations (0, 100, 200, 300, 400 and 500 μll-1) in water. Quality characteristics (pH, decay, vitamin C, reducing sugars, weight loss, berry abscission, dehydration of rachis, berry cracking and sensory analyses) were evaluated. The results showed that treated fruits with essential oil had lower decay percentage, vitamin C, weight loss, berry dehydration, berry abscission, cracking and higher pH, reducing sugars and storage quality compared to control. As a general result, essential oil treatment caused lower decay incident and longer storability.
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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 | 0.001 | 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".