Identification and glucan-binding properties of a new carbohydrate-binding module family
Bibliographic record
Abstract
The C-terminal 191-residue module of Cel5A from the alkalophilic Bacillus sp. 1139 comprises a carbohydrate-binding module (CBM) belonging to a previously unidentified family that we have classified as CBM family 28. This example, called CBM28, bound specifically to cello-oligosaccharides and mixed β-(1,3)(1,4)-glucans (barley β-glucan) with association constants of approximately (1–4)×104 M−1. Its binding to barley β-glucan was remarkably insensitive to pH between 7.0 and 10.9, in keeping with its alkalophilic source. CBM28 bound to cellulose having a significant non-crystalline content with an association constant similar to that for its binding to soluble glucans. CBM17 (CBM family 17) and CBM28 modules naturally occur as tandems. The CBM17/CBM28 tandem from Cel5A bound with apparent co-operativity to barley β-glucan. The association of CBM28 with cello-oligosaccharides was driven enthalpically and marked by the different thermodynamic contribution of three putative binding subsites that accommodate a cellohexaose molecule.
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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) | 0.001 | 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".