The heating and storage of structured acylglycerols with succinyl-linked stigmasterol residue does not affect their chemical and biological negative changes
Bibliographic record
Abstract
Abstract Four structured acylglycerols with stigmasterol bonded by succinyl linker were investigated and their stability were analyzed. Samples were heated at 60°C which simulated storage test and at 180°C simulated a frying conditions. The degradation of synthesized compounds and formed derivatives were determined. Also their cytotoxicity and genotoxicity on normal human cells from digestive system were analyzed. Heating at 180°C resulted in greater degradation of the tested compounds than at 60°C. In all the tested samples, compounds containing oleic acid in the structure were the most stable. At 60°C this was DO2SSt, and at 180°C it was DO3SSt. The results showed that the type of fatty acid residue in the molecule is more important than its position in the glycerol structure. All analyzed DASStGs, before and after heating, did not exhibit the cytotoxic and genotoxic potential of the analyzed compounds to the small intestine and colon mucosa cells.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".