Characteristics of lipase in dormant seeds catalysed hydrolysis of olive oil in SDS‐olive oil reversed microemulsions
Bibliographic record
Abstract
The activity of lipase‐catalysed hydrolysis of olive oil in SDS‐1‐butanol‐olive oil‐water microemulsions was investigated. The kinetics of lipases in reverse microemulsions and water were also compared. The influences of the characteristic parameters of these systems, such as pH, temperature (T), molar ratio (ωo) of water to SDS, the concentrations of enzyme and substrate, on the activity of an enzyme were examined. According to the optimum conditions the production and activity were measured at pH = 4, T = 40 °C, ωo = 12. The activation energy of the reaction was calculated from the Arrhenius plot. It was found that the hydrolysis reaction obeyed Michaelis–Menten kinetics and the apparent Michaelis Km,a and the apparent maximal reaction rate Vmax were determined. The effect of microemulsion's surfactant (SDS) on enzymatic activity was also discussed.
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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 | 0.000 |
| 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 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".