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Record W4409384806 · doi:10.1002/chem.202500675

Understanding the Properties of Donor‐Acceptor Substituted Boron Difluoride 3‐Cyanoformazanate Dyes

2025· article· en· W4409384806 on OpenAlexafffund
Francis L. Buguis, Joe B. Gilroy

Bibliographic record

VenueChemistry - A European Journal · 2025
Typearticle
Languageen
FieldMaterials Science
TopicLuminescence and Fluorescent Materials
Canadian institutionsWestern University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsBoronAcceptorDifluorideChemistryPhotochemistryMaterials scienceOrganic chemistryPhysics

Abstract

fetched live from OpenAlex

π-Conjugated materials offer attractive traits including semiconductivity, low-energy light absorption/photoluminescence, and solution processability that render them ubiquitous within the organic electronics field. Among many strategies for property tuning, the creation of asymmetric electronic structures through the installation of donor and acceptor substituents commonly results in low-energy absorption/photoluminescence bands. Boron difluoride formazanate dyes are readily synthesized, can be asymmetrically substituted with donor and acceptor groups, and have unexpectedly low-energy absorption/photoluminescence bands that extend into the near-infrared. In this study, we prepared a series of donor-acceptor substituted boron difluoride 3-cyanoformazanate dyes and compared their properties to symmetric analogues. Our findings suggest that donor-acceptor derivatives are highly delocalized with properties intermediate of their symmetric counterparts. Furthermore, the data obtained suggest that the N-aryl substituents act as donors to the strongly accepting boron difluoride formazanate core, regardless of the functional groups appended to them. These properties were reproduced computationally, and while the frontier orbitals calculated for donor-acceptor dyes were modestly asymmetric, there was no evidence of charge-transfer character. This work provides significant insight into the unexpected properties of boron difluoride formazanates and reveals that their strongly accepting nature circumvents the predicted augmentation of electronic structure commonly observed for donor-accepter substituted dyes.

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 communication0.0000.001
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 head0.052
GPT teacher head0.229
Teacher spread0.177 · 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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Same venueChemistry - A European JournalSame topicLuminescence and Fluorescent MaterialsFrench-language works237,207