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Record W4407134372 · doi:10.1002/asia.202401543

Core‐Only Calamitic Liquid Crystals: Molecular Design and Optoelectronic Properties

2025· article· en· W4407134372 on OpenAlexafffund
Jacob G. Rothera, Jessica S. Yu, Karla Alnajm, Rita Butrus, Ethan Ahangari-Bashash, Lara K. Watanabe, Jeremy M. Rawson, Anton Dmitrienko, V. Nicholas Vukotic, S. Holger Eichhorn

Bibliographic record

VenueChemistry - An Asian Journal · 2025
Typearticle
Languageen
FieldMaterials Science
TopicLiquid Crystal Research Advancements
Canadian institutionsUniversity of Windsor
FundersYork University
KeywordsThermotropic crystalLiquid crystalCrystallinityConjugated systemMaterials scienceSide chainPhase transitionCrystallographyPhase (matter)Chemical physicsCore (optical fiber)PolymerChemical engineeringOrganic chemistryLiquid crystallineChemistryOptoelectronicsThermodynamicsComposite material

Abstract

fetched live from OpenAlex

Thermotropic liquid crystals are typically thought of as requiring a rigid core and flexible side-chains to exhibit liquid crystallinity, but precedent does exist for retaining liquid crystalline nature without these side-chains in highly conjugated, para-substituted aromatic structures, albeit at relatively high temperatures (>300 °C). Hence, this work aims to establish molecular design criteria for promoting liquid crystallinity in heteroaromatic, fully conjugated, core-only calamitic liquid crystals at sufficiently low phase transition temperatures. The synthesis and characterization of an extensive library of calamitic target structures (32) has been accomplished, where primarily enantiotropic smectic A and nematic phases were observed. Comparison of the mesomorphic properties between different cores and with different terminal functional groups was done and rationalization of the observed differences is attempted through single crystal and computational data. These all-aromatic compounds also display strong fluorescence in solution and in the solid-state that extends over most of the visible spectrum and displays quantum yields between 3 % and 95 %.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.025
Threshold uncertainty score0.777

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 science0.0010.000
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 head0.031
GPT teacher head0.302
Teacher spread0.271 · 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 teacher head, 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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