Thymine‐functionalized polystyrenes for applications in biotechnology. III. Increasing the thymine loading via a new synthetic pathway
Bibliographic record
Abstract
Abstract In this article, we report an efficient method for the synthesis of thymine‐functionalized polystyrene microspheres. First, poly(styrene‐ co ‐4‐chloromethylstyrene) copolymers slightly crosslinked with divinylbenzene were synthesized in batch free‐radical emulsion copolymerization. Microspheres with a particle size of ∼40–70 nm were obtained with greater than 99% conversion. The chloromethylstyrene (CMS) groups were then converted into thymylmethylstyrene (TMS) in a two‐phase system with greater than 80% efficiency, and up to a 45 mol % thymine loading was achieved. The functionalized microspheres were characterized by elemental analysis, Fourier transform infrared, and X‐ray photoelectron spectroscopy. The analyses revealed partial hydrolysis of the CMS functionalities, yielding hydroxymethyl functional groups in addition to the thymine functionalities. These copolymers have potential applications in biotechnology. © 2005 Wiley Periodicals, Inc. J Polym Sci Part A: Polym Chem 43: 5545–5553, 2005
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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 | 0.001 | 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 | 0.000 |
| 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".