MétaCan
Menu
Back to cohort
Record W2391790452

Living Free Radical Microemulsion Polymerization of Methyl Methacrylate

2002· article· en· W2391790452 on OpenAlex
Zheng Shu-ying

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldChemistry
TopicPhotopolymerization techniques and applications
Canadian institutionsCAE (Canada)
Fundersnot available
KeywordsMicroemulsionPolymerizationChain transferPolymer chemistryRadical polymerizationLiving polymerizationChain-growth polymerizationLiving free-radical polymerizationMethyl methacrylateMolar mass distributionPolymerChemistrySolution polymerizationMaterials sciencePulmonary surfactantOrganic chemistry
DOInot available

Abstract

fetched live from OpenAlex

The microemulsion polymerization of MMA were carried out by using three different surfactants by adding the chain transfer agent 1-phenylethyl dithiobenzoate (PhC(S)SCH(CH 3)Ph). It was found the microemulsion polymerization of MMA had the characteristic of living radical polymerization without the co-surfactant. The polymers had molecular weight that were close to those predicted by the ratio of consumed monomer to added chain transfer agent, and they also displayed narrow molecular weight distribution (M w/M n1.3). The co-surfactants could improve the stability of the microemulsion throughout the polymerization, but they were the poisons of living radical polymerization at high conversion; the polydispersites turned wider, the real molecular weight are larger than the theoretical molecular weight greatly. The microemulsion polymerization of MMA was carried out under different temperature by using the ternary system water/CTAB/MMA. The results showed the temperature did not affect the stability of the microemulsion, but the polymerization rate increased as the temperature increased. The TEM was used to study the size of these latex particles, and the diameter of these latex particles was about 20~30 nm. The syndiotacticity of PMMA synthesized by microemulsion polymerization with chain transfer agent was higher than that of normal microemulsion polymerization.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.475
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0160.000

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.

Opus teacher head0.014
GPT teacher head0.233
Teacher spread0.219 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it