Structured Lipids Enriched with Omega-3 and Omega-6 Highly Unsaturated Fatty Acids
Bibliographic record
Abstract
Structured lipids are triacylglycerols (TAG) that have been modified to change the fatty acid compositions and stereospecific distribution of fatty acids from their native state. These tailor-made lipids may contain mixtures of short-, medium- and long chain fatty acids on the same glycerol molecule, and these can be saturated or unsaturated. They can be designed for nutritional and pharmaceutical purposes targeting specific diseases and pathological conditions. Structured lipids containing n-6 and n-3 polyunsaturated fatty acids (PUFA) were produced with both immobilized and non-immobilized lipases as biocatalysts. Among PUFA, eicosapentaenoic (EPA; 20:5n-3), docosahexaenoic(DHA; 22:6n-3) and γ-linolenic (GLA; 18:3n-6) acids have attracted much attention in recent years due to their beneficial health effects. Structured lipids containing these fatty acids may be desirable in certain health, nutritional and pharmaceutical applications.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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".