Effects of Added Sodium Caseinate on the Formation of Particles in Heated Milk
Bibliographic record
Abstract
The effects of heat at temperatures in the range of 80-90 degrees C on mixtures of reconstituted skim milk powder (RSMP) and sodium caseinate have been determined. In the absence of caseinate, the action of heat on RSMP produces soluble complexes of whey proteins and kappa-casein, as well as complexes of whey protein with the casein micelles. When sodium caseinate was added to RSMP at levels of 0.5 and 1.0%, the denaturation of the whey protein and the production of the soluble complexes in the serum were hardly affected, either in rate or in amount. However, during the heating, the caseinate disappeared from the serum. Further studies on model mixtures of the different components showed that it was probable that the bulk of the caseinate associated with the casein micelles during heating, probably by binding inside the surface layer of kappa-casein, because no increase in the diameters of the casein micelles could be observed.
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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) | 0.000 | 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".