“Biowheel-Axle” Assembly of β-Cyclodextrin Fitted onto Bile Acid Units Linked by PEG Spacers through Inclusion Polymerization
Bibliographic record
Abstract
A “biowheel-axle” assembly of polyrotaxanes of β-cyclodextrin (β-CD) threaded onto bile acid moieties linked by a poly(ethylene glycol) (PEG) spacer of tunable length was prepared through an “inclusion polymerization” approach. The bile acid-diamine derivatives were allowed to first form inclusion complexes with β-CD and then polymerized with PEG-dicarbonate, followed by end-capping with a stopper of monoamino-β-CD, resulting in “biowheels” of β-CD with PEGylated bile acids as the axle in tandem. All steps were performed without the use of catalysts. The complexation between β-CD and bile acid units of the polymer chain was confirmed by the 2D NOESY NMR technique and powder X-ray diffraction, showing 85% of bile acid units entered the cavity of β-CD. The change of PEG spacer length from 45 to 6 ethylene glycol units led to a flexible–rigid conformation transition of the polyrotaxanes, supported by the random and straight orientation of the “biowheels” shown by scanning tunneling microscopy images. The control of the conformation helps to tune the property of the polyrotaxanes. The “biowheel-axle” assembly constructed from such a natural host–guest pair may also lead to the further exploration of bio-related applications.
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 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".