Investigation of Microwave Drying Characteristics of Carrot Slices
Bibliographic record
Abstract
In this study, drying behaviour of carrot slices in a microwave dryer was investigated experimentally and drying was modelled by the semi-empirical Page model. Experimental study was conducted for two different slice thicknesses (1cm and 2cm) and three different microwave power levels (350W, 460W, and 600W). During experiments, weight of the carrot samples were recorded at regular intervals of 15s. Experimental results show that drying rate increases considerably with an increase in the microwave power level. The experimental results also show that the effect of carrot thickness on drying rate shows a decrease with an increase in the microwave power level. Finally experimental results indicate that energy consumption during drying shows a decrease by an increase in the microwave power level. The statistical analyses results indicate that the semi-empirical Page model can be used to define the microwave drying behaviour of carrot slices.
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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) | 0.000 | 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".