Purification and Characterization of the Lipase from Marine Vibrio fischeri
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Lipolytic enzymes from marine microbes have been the focus of intense and growing research. The bioluminescencebacterium Vibrio fischeri was produced lipase enzyme when the medium contained specific substrate. The lipase waspurified from the concentrated culture supernatant. The most active fractions were obtained using the technique ofprecipitation with ammonium sulphate. The precipitated fraction was purified by desalting and ion exchangechromatography. The purified active fraction exhibiting final specific activity of 121U/mg and characterized; theoptimum pH was likely between 7 to 8, the optimum temperature was 30°C and about 80 % of activity at 5°C. Theenzyme was very stable at the pH 8, at the temperature 30°C. The enzyme was monomeric protein having molecularmass of 57 KDa estimated by native PAGE assay.
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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) | 0.000 | 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 it