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Record W1973950632 · doi:10.1002/cphc.200690032

Cover Picture: Intercalated Smectic A Phases in Banana‐Shaped Liquid Crystals with Carbonate End Groups (ChemPhysChem 10/2006)

2006· paratext· en· W1973950632 on OpenAlexaff
Katalin Fodor‐Csorba, Antal Jákli, Á. Vajda, S. Krishna Prasad, D. S. Shankar Rao, Ronald Y. Dong, Jiadi Xu, Giancarlo Galli

Bibliographic record

VenueChemPhysChem · 2006
Typeparatext
Languageen
FieldMaterials Science
TopicLiquid Crystal Research Advancements
Canadian institutionsUniversity of ManitobaBrandon University
Fundersnot available
KeywordsBirefringenceBent molecular geometryElectric fieldTexture (cosmology)Materials scienceLiquid crystalCover (algebra)Chemical physicsCrystallographyPhase (matter)Condensed matter physicsCore (optical fiber)MoleculeOpticsOptoelectronicsChemistryComposite materialPhysicsOrganic chemistry

Abstract

fetched live from OpenAlex

The cover picture shows bent‐core liquid crystals forming an intercalated smectic A (SmAint) phase, which has high birefringence and is switchable due to electric field‐induced biaxiality. The left half of the picture shows the texture and the corresponding schematic arrangement of the molecules in the ground state. The right half shows the texture and the corresponding molecular arrangement in the electrode area, where the molecular planes turn parallel to the electric field. Find out more in the Article by Fodor‐Csorba et al. on page 2184.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
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 score0.038
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0010.002
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0300.006

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 head0.017
GPT teacher head0.278
Teacher spread0.262 · 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; both teacher heads agree on what is shown here.

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

Citations0
Published2006
Admission routes1
Has abstractyes

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