A novel thermostable carboxylesterase from Geobacillus thermodenitrificans: evidence for a new carboxylesterase family
Why this work is in the frame
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Bibliographic record
Abstract
A novel gene encoding an esterase from Geobacillus thermodenitrificans strain CMB-A2 was cloned, sequenced and functionally expressed in Escherichia coli M15. Sequence analysis revealed an open reading frame of 747 bp corresponding to a polypeptide of 249 amino acid residues (named EstGtA2). After purification, a specific activity of 2.58 U mg(-1) was detected using p-NP caprylate (C8) at 50 degrees C and pH 8.0 (optimal conditions). The enzyme catalyses the hydrolysis of triglycerides (tributyrin) and a variety of p-nitrophenyl esters with different fatty acyl chain length (C4-C16). The enzyme has potential for various industrial applications since it is characterized by its activity under a wide range of pH, from 25 to 65 degrees C. Using Geobacillus stearothermophilus Est30 esterase structure as template, a model of EstGtA2 was built using ESyPred3D. Analysis of this structural model allowed identifying putative sequence features that control EstGtA2 enzymatic properties. Based on sequence properties, multiple sequence comparisons and phylogenetic analyses, this enzyme appears to belong to a new family of carboxylesterases.
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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 | 0.001 | 0.001 |
| 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 | 0.001 | 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