Effects of Tuber Storage and Cultivar on the Quality of Vacuum Microwave‐dried Potato Chips
Bibliographic record
Abstract
ABSTRACT: Influences of storage and cultivar on vacuum microwave‐dried (VMD) potato chip quality were investigated. Tubers of several cultivars were stored at 12 °C for 0 to 4 mo, or at 4 °C for 5 to 10 mo, followed by reconditioning at 12 °C for 2 wk. Blanched potato slices (2.5 to 3.0 mm thick) were vacuum microwave‐dried to produce fat‐free potato chips. Chips were assessed by instrumental and sensory methods for texture and instrumentally for color. Tuber composition influenced chip texture but not color. Less breaking force was required for chips produced from cultivars with low specific gravity and starch contents. Tubers stored for up to 10 mo yielded chips of good quality.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".