Canola/Rapeseed Proteins and Peptides
Bibliographic record
Abstract
This chapter covers the functional properties of canola proteins, especially cruciferin and napin and their peptides. Processing of canola protein involves physicochemical, enzymatic and thermal treatments that affect the nutritional value and functional properties of the final products. In addition, those factors affecting the functional properties (gelation, water retention capacity, thermal properties, and emulsion capacity) of cruciferin and napin are also discussed. These properties can be modified by chemical and enzymatic treatment. This chapter also covers the bioactivity of canola proteins and peptides, including ACE inhibition; antioxidant, antidiabetic, anticancer, antimicrobial and anorexigenic activities; as well as hypocholesteromic effects and bile-binding capacity. The potential of canola proteins in aquaculture and in vivo dietary toxicity is also included. Incorporation of canola proteins and peptides into foods to enhance nutritive value and functional properties is also discussed.
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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 | 0.000 | 0.000 |
| 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 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".