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Record W4409694926 · doi:10.1021/acscatal.5c00092

Selective Block Copolymerization of Lactide and Methyl Methacrylate with Cationic Indium Catalysts: Exploring the Influence of Noncovalent Ligand Interactions

2025· article· en· W4409694926 on OpenAlexafffund
Jason Wai‐Lok Poon, Yutao Kuang, Nafiseh Moradinik, Chatura Goonesinghe, Salik Hasan Rushdy, Joseph Chang, Takeo Iwase, Maria B. Ezhova, Savvas G. Hatzikiriakos, Jolene P. Reid, Parisa Mehrkhodavandi

Bibliographic record

VenueACS Catalysis · 2025
Typearticle
Languageen
FieldMaterials Science
Topicbiodegradable polymer synthesis and properties
Canadian institutionsUniversity of British Columbia
FundersNatural Sciences and Engineering Research Council of CanadaChina Scholarship Council
KeywordsCationic polymerizationCopolymerCatalysisLigand (biochemistry)IndiumMethyl methacrylatePolymer chemistryChemistryNon-covalent interactionsMethacrylateMaterials scienceOrganic chemistryPolymerMoleculeHydrogen bond

Abstract

fetched live from OpenAlex

Synthesizing a pure, high molecular weight block copolymer of methyl methacrylate (MMA) and lactide (LA) using a one-pot, sequential addition approach is challenging, as these two monomers are generally polymerized via orthogonal mechanisms. In this work, we report the synthesis of PMMA- b -PLA using a cationic indium complex featuring a hemilabile arm. Extensive efforts were made to confirm block copolymer formation, differentiate it from homopolymer blends, and quantify homopolymer impurities. The copolymers were characterized by Size Exclusion Chromatography, Diffusion Ordered NMR Spectroscopy, Differential Scanning Calorimetry, Thermogravimetric Analysis, and fractional precipitation. Block copolymers with tunable molecular weights were synthesized and rheologically characterized, exhibiting enhanced rheo-mechanical properties over PLA and tunable morphologies based on MMA-to- rac -LA ratios. Computational studies revealed that noncovalent interactions between aromatic substituents in the ligand backbone of the cationic indium complex facilitate MMA polymerization, highlighting a unique strategy for tuning polymerization reactivity through ligand design.

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 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 categoriesnone
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 score0.005
Threshold uncertainty score0.601

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.015
GPT teacher head0.240
Teacher spread0.224 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2025
Admission routes2
Has abstractyes

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