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Record W4409360103 · doi:10.1139/cjc-2024-0233

Polymeric N-heterocyclic carbenes in frustrated Lewis pair chemistry

2025· article· en· W4409360103 on OpenAlexvenueno aff
Jordan Holland, Michael P. Shaver

Bibliographic record

VenueCanadian Journal of Chemistry · 2025
Typearticle
Languageen
FieldChemistry
TopicOrganoboron and organosilicon chemistry
Canadian institutionsnot available
FundersEuropean Regional Development FundEngineering and Physical Sciences Research CouncilLeverhulme Trust
KeywordsChemistryFrustrated Lewis pairLewis acids and basesComputational chemistryOrganic chemistryCatalysis

Abstract

fetched live from OpenAlex

The cooperative action of sterically bulky Lewis acids and bases forms frustrated Lewis pairs (FLPs) that activate and catalytically transform reactive substrates. Loading of these functional groups onto a polymer backbone has led to an established new field of stimuli-responsive materials capable of serving as recyclable catalysts. Poly(FLPs) were originally built from phosphine and borane-functionalized polymers, with recent work demonstrating the use of amines in these systems. Polymeric N-heterocyclic carbenes (poly(NHCs)) have been seldom explored in FLP chemistry. Herein, we explore the application of poly(NHCs) in a similar manner to our previously reported work. A styrene-based benzimidazolium functionalised copolymer was synthesised via controlled radical polymerisation. Isolation of the active poly(NHC) proved challenging due to dimerization yielding a crosslinked network formed upon removal of solvent or precipitation. Application of the in situ generated poly(NHC) through incorporation of boranes in various solvents was precluded either by coordination of the Lewis acid or the lack of carbene formation in non-coordinating solvents. Despite these challenges, using the poly(NHC) in conjunction with a highly Lewis acidic copolymer enabled the fixation of CS 2 to form a covalently crosslinked poly(FLP) network.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

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)0.0020.000

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 head0.006
GPT teacher head0.207
Teacher spread0.201 · 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 source (direct Gemma or distilled Codex), 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 routes1
Has abstractyes

Explore more

Same venueCanadian Journal of Chemistry→Same topicOrganoboron and organosilicon chemistry→French-language works237,207→