Stabilization of α-Chymotrypsin and Lysozyme Entrapped in Water-in-Silicone Oil Emulsions
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Bibliographic record
Abstract
A system of entrapping proteinaceous material in water-in-silicone oil emulsions using silicone surfactants is described. Although contact between cyclic and linear silicones and proteins is well-known to facilitate protein/enzyme denaturation, the additional presence of silicones bearing a few hydrophilic groups (silicone surfactants) in these W/O systems dramatically lowers the degree of protein denaturation. Spectrophotometric activity assays of α-chymotrypsin and lysozyme performed using a UV/visible spectrophotometer revealed that the enzymes entrapped within these emulsion systems retain activity that is equal to, or in some cases greater than, that of controls. The results suggest that these emulsions are a viable means by which to store proteinaceous materials.
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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 | 0.000 | 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 it