RuBisCO Protein as an Antioxidant Emulsifier: Influence of Flavourzyme Enzymatic Modification on Oxidative Stability of Flaxseed Oil-in-Water Emulsion
Why this work is in the frame
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Bibliographic record
Abstract
This study evaluated the effect of enzymatic hydrolysis of the RuBisCO protein (RBS) on its dual antioxidant and emulsifying properties in flaxseed oil-in-water emulsions. The peroxide, para -anisidine, and total oxidation values demonstrated that RBS and Flavourzyme-hydrolyzed RBS (H-RBS) effectively reduced the lipid oxidation rate during the initial accelerated storage days (days 0–4). RBS exhibited superior ability in maintaining a consistent lipid oxidation rate inhibition during the last storage days (days 10–14). Dynamic light scattering revealed an increase in particle size for RBS and H-RBS emulsions, which further stabilized over days 7–14. Despite the high negative ζ-potential, the emulsions had a high polydispersity index (PDI), suggesting interactions with cationic oxidation products at the oil–water interface, contributing to emulsion destabilization. The findings provide valuable insight into the potential application of the dual antioxidant and emulsifying roles of RuBisCO as a sustainable protein for various purposes in food product development.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| 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 it