Investigation of Microencapsulated Laccase as Enzyme Immobilization Template for Application in Bio-fuel Cell
Bibliographic record
Abstract
The electrochemical behavior of microencapsulated laccase with a non-conductive polymer (poly(ethyleneimine), PEI) adsorbed on a glassy carbon electrode (GC) had been investigated. A Km value of 76 μM and a sensitivity of 16.6 {plus minus} 0.1 nA/μM with a response time of 7.5 s had been determined for a laccase microencapsulated with PEI that was deposited on a bare GC electrode in a McIlvaine buffer at pH = 5.75 with p-phenylenediamine (PPD). The bioelectrode has found to have a permeability, Pm, of 4.9 E-4 cm s^-1 for PPD and too strong interactions with 2,2-azino-bis(3-ethylbenzthiazoline-6-sulfonate) acid to observe any diffusion processes. The electrochemical and enzymatic oxidation of PPD was studied under various conditions to evaluate its reversibility and stability as a suitable redox mediator. RDE experiments showed a passivation for a glassy carbon electrode modified with empty poly(ethyleneimine) microcapsules under static conditions. Under hydrodynamic conditions however, the passivation was slowed down.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".