Purification and characterization of an extracellular protease produced by psychrotolerant <i>Clostridium</i> sp. LP3 from lake sediment of Leh, India
Bibliographic record
Abstract
An anaerobic, proteolytic bacterium isolated from lake sediments of Leh, India, was characterized with respect to morphology, biochemical characteristics, and 16S rRNA sequence and was identified as Clostridium species, with closest similarity to Clostridium subterminale. Isolate LP3 was psychrophilic, forming maximum cell mass between 10 and 20 degrees C, and produced extracellular protease. Growth was observed in the pH range of 7.0-8.5, with optimum at pH 7.5. Protease was purified 62.4-fold with a total yield of 17.5%. The effects of temperature, pH, and salt concentration on enzyme activity were studied. Protease was found to be a serine-type metallo-enzyme, active in a broad range of pHs. It was thermolabile and resistant to sodium dodecyl sulfate. Enzyme kinetics showed a tendency to increase Km with an increase in temperature for casein substrate.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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 | 0.001 |
| 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 source (direct Gemma or distilled Codex), 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".