Bibliographic record
Abstract
A reversible addition fragmentation chain transfer(RAFT)agent,2-(dodecylthiocarbonothioylthio) propanoic acid(RAFT-1),was synthesized and characterized.Equimolar doses of acrylic acid(AA)and n-butyl acrylate were successively polymerized in the presence of RAFT-1 to give an amphiphilic macro RAFT agent (RAFT-2),which had a calculated average degree of polymerization of ten.Core-shell poly(butyl acrylate-co-diacetoneacrylamide)latex was prepared by using RAFT-2 as a reactive surfactant.The latex was narrowly distributed and very stable,which had a solid concentration as high as 45 wt.%and an average diameter of about 50 nm,Latex films were prepared with the core-shell emulsion and small amount of cross-linking agent,adipic dihydrazide.Results showed that cross-linking reaction occurred with the evaporation of water.The resulting cross-linked latex film was tough and transparent.
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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 | 0.000 | 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".