Stability and Activity of β‐Galactosidase in Sonicated Cultures of <i>Lactobacillus delbrueckii</i> ssp. <i>bulgaricus</i> 11842 as Affected by Temperature and Ionic Environments
Bibliographic record
Abstract
ABSTRACT: Stability of β‐galactosidase and related lactose hydrolyzing activity in sonicated cultures of Lactobacillus bulgaricus 11842 was investigated in the presence of Na + or K + ions. After sonication in Na + or K + buffers at various pH levels, cultures were held at various temperatures, before adding test lactose solutions. Hydrolysis was monitored by cryoscopy. Cultures sonicated in K + buffer had higher activity and stability than those in Na + buffer; both were highest at pH 6 and 7. Stability was unaffected at pH 6 and 7 below 56 °C. Holding at 61 °C for 60 min caused 70% activity loss with K + ions at pH 6 and 7, while with Na + , activity loss was almost complete.
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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 | 0.001 | 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 | 0.001 |
| 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".