Influence of Sample Geometry and Rehydration Temperature on Quality Attributes of Potato Dried Under Open Sun and Mixed-Mode Solar Drying
Why this work is in the frame
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Bibliographic record
Abstract
Rehydration experiments at the temperatures of 40°, 50°, and 60°C were performed with potato samples dried simultaneously under mixed-mode solar dryer and open air sun. Results of the investigation reveal that the ability of water absorption of dried product is influenced most by the rehydration temperature, followed by sample geometry and method of drying. Higher rehydration temperature causes faster moisture absorption in dried product. The present analysis also indicates that both cylindrical samples and mixed-mode solar drying exhibit larger values of proposed rehydration indices, better color retention during drying, and greater texture hardness, demonstrating the higher acceptability of these samples by the consumers.
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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 | 0.000 | 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 it