Screening of various glycosidases for the synthesis of octyl glucoside
Bibliographic record
Abstract
Abstract Thirteen glycosidases of microbial origin and almond β‐glycosidase were assayed in octanol/DMF (80:20, v/v), using a combination of hydrolysis, transglycosylation, and condensation reactions, in order to assess their potential for the production of alkyl glucosides. The two mesophile enzymes were highly impaired by the organic media. Three of the 11 thermophile enzymes gave interesting results in the hydrolysis and transglycosylation reactions, but they were highly inhibited by glucose. This made their use in a condensation reaction less interesting than the use of almond β‐glucosidase, which has a lower activity but shows less inhibition by the glucose. © 2002 Government of Canada. Exclusive worldwide publication rights in this article have been transferred to John Wiley & Sons, Inc. Biotechol Bioeng 77: 752–757, 2002; DOI 10.1002/bit.10156
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 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".