Lipid Bilayer Preparation on Hydrophilically Modified Gold Electrode
Bibliographic record
Abstract
The Au(111) electrode surface was modified by deposition of a self-assembled hydrophilic monolayer of thioglucose. A combination of Langmuir-Blodgett (LB) and Langmuir-Schaefer (LS) techniques was then used to deposit a lipid bilayer containing cholesterol (Chol) 30 mol%, 1,2-distearoyl-sn-glycero-3-phosphoethanolamine-N-methoxy(polyethyleneglycol)-2000 (Lipid-PEG-2000) (6 mol%) and dimyristoylphophatidylcholine (DMPC) 64 mol% the thioglucose modified gold surface. Compression isotherms were recorded at the air-solution interface to determine the best conditions for the transfer of the (DMPC/Lipido-PEG-2000/Chol) and (DMPC/Chol) monolayers onto the metal electrode surface. The LB transfer of DMPC/Lipid-PEG-2000/Chol was carried out at surface pressure π = 20 mN m-1(30 oC) corresponding to liquid condensed phase of lipids. The bilayer was completed with the outer leaflet of DMPC/Chol transferred by the Langmuir Schaefer method at π = 40 mN m-1. The capacitance of the gold electrode covered by the bilayer was measured. At a single frequency the value of ~ 3.5 μF cm2 was obtained. This value indicates that the bilayer was deposited onto the electrode and that this architecture can be used for further biomimetic studies.
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".