Storage Stability of Protein Hydrolysate from Yellow Stripe Trevally (<i>Selaroides leptolepis</i>)
Bibliographic record
Abstract
Storage stability of protein hydrolysate from yellow stripe trevally prepared using Flavourzyme with a degree of hydrolysis of 25% (HF25) was determined. During storage, slight increases in water activity and moisture content and a slight decrease in lightness of HF25 and Bacto Peptone were observed. Generally, browning intensity, A294, and fluorescent intensity of HF25 and Bacto Peptone increased. Both samples had an excellent solubility at pH 5 and 7. Thiobarbituric acid reactive substances in HF25 and Bacto Peptone increased (p < 0.05). The efficacy of HF25 as media for bacteria was equivalent to that of Bacto Peptone and was quite stable during storage.
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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) | 0.000 | 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 | 0.001 | 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".