Atom transfer radical polymerization of alkyl methacrylates using T-triazine as ligand
Bibliographic record
Abstract
A new multidentate amine ligand, 1,3,5-tris[(3-dimethylamino)propyl]-hexahydro-1,3,5-triazine (T-triazine) was developed for the atom transfer radical polymerization of methacrylates (dimethylaminoethyl methacrylate (DMAEMA) and methyl methacrylate (MMA)). It was found that with T-triazine as ligand, CuBr mediated a living polymerization of DMAEMA and MMA, producing polymers with controlled molecular weight and narrow polydispersity. The DMAEMA bulk polymerization and MMA solution polymerization in THF and γ-butyrolactone (γBL) followed first order kinetics with respect to the monomer. At lower temperature, both polymerizations had an induction period and the induction time decreased with increasing temperature. The measured apparent active energy was 67.8 kJ/mol for DMAEMA polymerization. The NMR spectra confirmed that the polymerizations proceeded via an atom transfer radical process.
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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".