MétaCan
Menu
Back to cohort
Record W4415108544 · doi:10.1021/acsaelm.5c01316

Synthesis of Polyaniline/Sulfonated Polyaniline (PANI:SPAN) Acid–Base Pair Mimicking PEDOT:PSS Intermolecular Structure as a Hole-Transporting Layer

2025· article· en· W4415108544 on OpenAlexaff
Kevin Manuel Setiawan, Aldini Rizqka Humaidi, Ferdinand Hidayat, Najmi Elsoraya, Masrurotul Alfiah, Fry Voni Steky, Phutri Milana, Katsuyuki Fukutani, Conrad Rizal, Veinardi Suendo

Bibliographic record

VenueACS Applied Electronic Materials · 2025
Typearticle
Languageen
FieldMaterials Science
TopicConducting polymers and applications
Canadian institutionsBrampton Civic Hospital
FundersInstitut Teknologi Bandung
KeywordsPolyanilineConductive polymerPolymerConductivityPolymerizationLayer (electronics)Electrical conductorIntermolecular force

Abstract

fetched live from OpenAlex

A conductive polymer made by in situ polymerization of polyaniline in sulfonated polyaniline (PANI:SPAN) was developed to emulate the acid–base interaction framework of PEDOT:PSS. The polymer is proposed as a low-cost alternative to both PEDOT:PSS and PANI:PSS for application as a hole-transport layer (HTL) in optoelectronic devices. Sulfonation of the emeraldine salt form of PANI (PANI-ES) was carried out using chlorosulfonic acid in chloroform, with 20 wt % yielding optimal substitution. Subsequent in situ polymerization in the presence of SPAN produced a green, water- and solvent-soluble PANI:SPAN powder. Acid–base interactions within the polymer were confirmed by vibrational spectroscopy. Conductivity measurements indicate that PANI:SPAN exhibits a sufficient electrical conductivity for HTL operation. UV photoelectron spectroscopy (UPS) analysis further reveals that the work function of PANI:SPAN closely matches that of PANI-ES. This alignment ensures effective hole extraction and transport, supporting its functionality as a charge-selective layer. The HTL properties of PANI:SPAN were evaluated through electrical measurements and compared to those of PEDOT:PSS. The Schottky barrier height at the PANI:SPAN/n-cSi interface was 0.747 eV, slightly lower than the PEDOT:PSS/n-cSi value of 0.769 eV, indicating improved hole injection. The rectification ratio (RR) of the PANI:SPAN/n-cSi device also exceeded that of the PEDOT:PSS counterpart, confirming the enhanced diode performance. These findings highlight the potential of PANI:SPAN as a processable and stable HTL material with favorable surface energetics and electronic characteristics. This study provides insight into acid–base polymer interactions and presents a viable alternative for next-generation conductive polymers in optoelectronic interface engineering.

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)0.0010.000
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)0.0010.001

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 head0.007
GPT teacher head0.249
Teacher spread0.242 · 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

Citations4
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueACS Applied Electronic MaterialsSame topicConducting polymers and applicationsFrench-language works237,207