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Record W4391527553 · doi:10.1021/acs.macromol.3c02357

Homogeneous and Segmented Nanofibers with a Conjugated Poly[3-(2′-ethylhexyl)thiophene] Core via Living Crystallization-Driven Self-Assembly

2024· article· en· W4391527553 on OpenAlexafffund
Marcus Vespa, Zachary M. Hudson, Ian Manners

Bibliographic record

VenueMacromolecules · 2024
Typearticle
Languageen
FieldEngineering
TopicOrganic Electronics and Photovoltaics
Canadian institutionsUniversity of British ColumbiaUniversity of Victoria
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsNucleationNanofiberCrystallizationMaterials scienceDispersityChemical engineeringCopolymerPolymer chemistryEthylene glycolSelf-assemblyPolymerNanotechnologyChemistryOrganic chemistryComposite material

Abstract

fetched live from OpenAlex

The ambient temperature living crystallization-driven self-assembly (CDSA) seeded growth method for polymeric amphiphiles with a crystallizable core-forming block has emerged as a promising approach to morphologically pure samples of uniform, length-controlled one-dimensional nanofibers as well as more complex architectures such as segmented assemblies. Access to nanofibers with poly(3-hexylthiophene) (P3HT) as the core-forming block is highly desirable as a result of their optoelectronic properties. However, application of the living CDSA method to P3HT diblock copolymers has proven to be a challenge due to rapid P3HT crystallization. This causes uncontrolled homogeneous nucleation and defect formation, resulting in a loss of length control and increased nanofiber length dispersity. Herein, we have explored the replacement of the P3HT core-forming block with a more soluble poly[3-(2′-ethylhexyl)thiophene] (P3EHT) core and demonstrate improved control over nanofiber formation. Specifically, we have studied two P3EHT-containing diblock copolymers, P3EHT 23 - b -PEG 113 [PEG = poly(ethylene glycol)] and P3EHT 19 - b -P2VP 138 [P2VP = poly(2-vinylpyridine)]. Seeded growth of P3EHT 19 - b -P2VP 138 nanofibers at 22 °C produced low dispersity nanofibers with length control up to ∼1 μm, while P3EHT 23 - b -PEG 113 only provided length control up to ∼300 nm under similar conditions. Self-nucleation was postulated to impair efficient seeded growth of P3EHT 23 - b -PEG 113 and solution-state variable temperature UV–vis spectroscopy was used to locate temperatures where self-nucleation was suppressed. These studies revealed that homogeneous nucleation is suppressed for at least 24 h at or above 30 °C for P3EHT 23 - b -PEG 113 in a 1:1 n -butanol:methanol solution. In the case of P3EHT 23 - b -PEG 113, this allowed us to efficiently perform seeded growth under conditions (≥30 °C) that resulted in the formation of near-uniform nanofibers with controlled lengths of up to ∼1 μm. Self-nucleation suppression was also successfully utilized during thermal self-seeding experiments, wherein P3EHT 23 - b -PEG 113 nanofibers with controlled lengths up to 2.8 μm and low length dispersities were formed. Seeded growth of P3EHT 19 - b -P2VP 138 from the termini of P3EHT 23 - b -PEG 113 seeds at 22 °C provided access to well-defined B-A-B triblock comicelles with a segmented coronal structure.

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 score0.001
Threshold uncertainty score0.002

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)0.0000.000

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 head0.004
GPT teacher head0.187
Teacher spread0.183 · 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

Citations8
Published2024
Admission routes2
Has abstractyes

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