SENSORY AND NUTRITIONAL QUALITY OF THE APPLE SNACKS PREPARED BY VACUUM IMPREGNATION PROCESS
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
ABSTRACT The purpose of the present study was to evaluate the sensory and nutritional quality aspects of dried apple slices that had been prepared by giving three different pretreatments (vacuum impregnation [VI] treatment, anti‐browning treatment and untreated control). Descriptive sensory analysis carried out by trained panelists revealed that chip crispiness and crunchiness were improved by the VI in comparison to the other treatments. As compared to untreated apple slices, incorporation of calcium and vitamin E in dipping solution resulted in uptake of calcium (760 mg/100 g) and vitamin E (168 mg/100 g) in the fruit matrix, which can be used to meet the daily requirement for calcium and vitamin E in the consumer's diet. PRACTICAL APPLICATIONS The eco‐friendly processes like vacuum impregnation can be utilized in developing dried apple snacks to improve the sensory attributes and introduce quality‐enhancing food additives, such as calcium salt and natural flavors, as well as minerals, vitamins and bioactives for meeting the daily dietary requirements and promoting health benefits to the consumer.
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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 | 0.003 | 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