LIPIDS AND FATTY ACIDS OF FIVE FRESHWATER FOOD FISHES OF INDIA
Bibliographic record
Abstract
ABSTRACT Five species of carp important in the diet of many of the people of India were examined for principal lipids and in particular for the highly unsaturated fatty acids with potential biomedical benefits. Muscle lipid was about 1% in four species but 2.5% in muscle of Labio bata. The livers however had lipid contents in the 5–10% range. The principle lipid classes were separated and the fatty acids were determined by open‐tubular (capillary) gas‐liquid chromatography; forty‐seven fatty acids were quantified. Saturated fatty acids were approximately 40–50% of total fatty acids in muscle lipids and monoethylenic fatty acids were 24–39%. Functionally important fatty acids of triacylglycerols in the muscle of all species included about 5% each of 18:2n‐6 and 18:3n‐3. The longer chain lengths 20:4n‐6, 20:5n‐3, and especially 22:6n‐3, were found mostly in the polar lipids
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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 | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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".