MétaCan
Menu
Back to cohort
Record W4387128514 · doi:10.1021/acs.chemmater.3c01342

Peripherally Fluorinated Silicon Phthalocyanines: How Many Fluorine Groups Are Necessary for Air-Stable Electron Transport in Organic Thin-Film Transistors?

2023· article· en· W4387128514 on OpenAlexafffund
Benjamin King, Mário C. Vebber, Raluchukwu B. Ewenike, M. Dupuy, Callum French, Jaclyn L. Brusso, Benoît H. Lessard

Bibliographic record

VenueChemistry of Materials · 2023
Typearticle
Languageen
FieldEngineering
TopicOrganic Electronics and Photovoltaics
Canadian institutionsUniversity of Ottawa
FundersNatural Sciences and Engineering Research Council of CanadaCanada Research Chairs
KeywordsHOMO/LUMOThin-film transistorX-ray photoelectron spectroscopyMaterials scienceFluorineSiliconOrganic semiconductorElectron mobilityOrganic electronicsUltraviolet photoelectron spectroscopyOptoelectronicsTransistorPhotochemistryAnalytical Chemistry (journal)ChemistryChemical engineeringOrganic chemistryNanotechnologyMoleculeVoltageLayer (electronics)

Abstract

fetched live from OpenAlex

Silicon phthalocyanines (R 2 –SiPcs) are an emerging class of high-performance n-type semiconductors used in organic electronics, which historically have suffered from operational instability in air. We report the synthesis of R 2 –SiPcs with varying degrees of peripheral fluorination, R 2 –F x SiPcs ( x = 0, 4, or 16), and different axial phenoxy groups leading to 12 derivatives with 0 to 26 fluorine atoms in the molecular structure and going from non-operational devices in ambient conditions to fully air-stable operation in organic thin-film transistors (OTFTs). Ultraviolet photoelectron spectroscopy revealed that the peripheral fluorination of R 2 –F x SiPcs caused a decrease of up to 0.9 eV in the energy level of the lowest unoccupied molecular orbital (LUMO). This reduction in the LUMO energy level coincides with a decrease in the threshold voltage ( V T ) of the resulting OTFT. All compounds containing 16 peripheral fluorine atoms and one of four compounds containing four peripheral fluorine atoms in OTFTs yielded air-stable electron transport in ambient conditions at a humidity of 40%. Power spectral density functions (PSDF) from atomic force microscopy imaging also demonstrated that for similar morphologies across a series of compounds with the same axial group, a larger domain size and a smaller density of grain boundaries in the film led to a higher overall electron mobility (μ e ).

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 communication0.0000.001
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 head0.007
GPT teacher head0.198
Teacher spread0.191 · 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

Citations21
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueChemistry of MaterialsSame topicOrganic Electronics and PhotovoltaicsFrench-language works237,207