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Record W4406202088 · doi:10.1021/acs.chemmater.4c03120

Impact of Sequential Chemical Doping on the Thin Film Mechanical Properties of Conjugated Polymers

2025· article· en· W4406202088 on OpenAlexafffund
Kan Tang, Alyssa Shaw, Simant R. Upreti, Haoyu Zhao, Yunfei Wang, Gage T. Mason, Jeffrey Aguinaga, Keyi Guo, Derek L. Patton, Derya Baran, Simon Rondeau‐Gagné, Xiaodan Gu

Bibliographic record

VenueChemistry of Materials · 2025
Typearticle
Languageen
FieldEngineering
TopicOrganic Electronics and Photovoltaics
Canadian institutionsUniversity of Windsor
FundersNational Science Foundation Graduate Research Fellowship ProgramOffice of Naval ResearchNatural Sciences and Engineering Research Council of CanadaKing Abdullah University of Science and TechnologyDivision of Materials ResearchGovernment of OntarioNational Science Foundation
KeywordsConjugated systemPolymerMaterials scienceDopingThin filmChemical engineeringChemical modificationNanotechnologyPolymer sciencePolymer chemistryComposite materialOptoelectronics

Abstract

fetched live from OpenAlex

High Resolution Image Download MS PowerPoint Slide Conjugated polymer (CP) films with nanometer-scale thickness exhibit unique properties distinct from their bulk counterparts, which is an important consideration for their end application as thin film devices. In the realm of organic electronic devices, enabling high electrical conductance properties of CPs often necessitates doping. However, the impact of doping on intrinsic polymer mechanical properties, such as the elastic modulus, in ultrathin films at device-relevant thicknesses is not well understood and has not been directly measured. In this study, we quantified the effect of doping on the mechanical properties of poly(3-alkylthiophenes) (P3ATs) using pseudofree-standing tensile testing. We observed modulation of the mechanical properties of ultrathin CP films through sequential doping of P3ATs thin films (60–80 nm thick) with the molecular dopant F4TCNQ. Our findings reveal that, despite the ease of doping all P3ATs with F4TCNQ, the resulting changes in mechanical properties are highly dependent on the side-chain lengths of the P3ATs. Specifically, the elastic modulus of rubbery P3ATs with side-chain lengths of six carbons or more (e.g., P3HT and P3OT) increases significantly─by one to two times─upon F4TCNQ doping, while the modulus of the glassy poly(3-butylthiophene-2,5-diyl) (P3BT) remains nearly unchanged. Such a phenomenon is linked to the changes in the glass transition temperature ( T g ) of the doped film, where the rise of T g results in a large change in the modulus for P3HT samples. However, the P3BT remained in a glassy state before and after doping, exhibiting a minimal change in its mechanical properties. These insights into the mechanical behavior of doped ultrathin CP films are crucial for the design and optimization of flexible electronic devices.

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 score0.003

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)0.0010.000

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 head0.011
GPT teacher head0.222
Teacher spread0.210 · 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

Citations6
Published2025
Admission routes2
Has abstractyes

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