Calcium Cross-Linked Soy Protein Beads and Microspheres as Carriers for Nutraceutical Compound Delivery
Bibliographic record
Abstract
The ongoing identification of compounds with health benefits beyond those of classical nutrients and vitamins, so-called nutraceutical compounds, presents an excellent opportunity for the development of innovative functional foods. However, successful incorporation of these compounds into food systems is often very difficult, due to their sensitivity to environmental factors encountered during food processing, such as light, oxygen and heat, as well as to conditions prevailing in the gastrointestinal tract, such as acidic pH and enzymatic hydrolysis, which limit their activity and potential health benefits. The food industry is thus challenged to develop delivery systems for incorporating nutraceutical compounds into food without reducing their bioavailability or functionality. In this article, we present recent progress in the design, preparation and evaluation of soy protein beads and micro-particles as delivery systems and their potential for the development of innovative functional foods.
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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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".