Ginger powder protects soybean oil from oxidative degradations especially vitamin E during intermittent frying of plantain chips
Bibliographic record
Abstract
This study aimed at evaluating the potential of ginger powder to improve the oxidative\nstability of soybean oil during intermittent frying of plantain chips. Plantain slices were\nfried in soybean oil with and without 15 g/l of ginger powder.The oils sampled during 5\ndays of intermittent frying were analyzed for total polar compounds, conjuga\nmalondialdehyde, vitamin E and fatty acid composition. The results showed that the\npresence of ginger limited the oxidative deteriorations. Based on comparison of the results\nof the two types of frying, the formation of total polar compounds, conjugated dienes\nmalondialdehyde, were reduced respectively by 26.9%, 12.5% and 2.6%while up to 42.4%\nof vitamin E, and 39 % polyunsaturated fatty acids were preserved. So, the use of ginger\npowder during intermittent frying of plantain chips could be an nutritional quality of soybean oils.\n
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".