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Record W2008754488 · doi:10.1002/pssb.200460715

Energy spectrum and optical properties of polymer–nanocrystal composites

2005· article· en· W2008754488 on OpenAlexaff
A. Shik, L. Bakueva, Harry E. Ruda

Bibliographic record

Venuephysica status solidi (b) · 2005
Typearticle
Languageen
FieldMaterials Science
TopicQuantum Dots Synthesis And Properties
Canadian institutionsSunnybrook Health Science CentreUniversity of Toronto
Fundersnot available
KeywordsDelocalized electronNanocrystalHeterojunctionMaterials scienceQuantum dotPolymerNanocompositePhotoconductivitySemiconductorAbsorption spectroscopyComposite numberAbsorption (acoustics)ElectronSpectral lineComposite materialOptoelectronicsNanotechnologyChemistryOpticsPhysicsQuantum mechanicsOrganic chemistry

Abstract

fetched live from OpenAlex

Abstract Composite systems containing semiconductor nanocrystals (NCs) embedded into a conducting polymer matrix have a number of key distinctions from semiconductor quantum dot heterostructures. Low electron affinity of conducting polymers results in a type‐II heterojunction at the NC‐polymer interface with electrons localized inside NC and delocalized holes with a continuous density of states. Optical properties of nanocomposites were considered accounting for the above‐mentioned features of energy spectrum. The results explain a series of experimentally observed peculiarities including various and sometimes featureless absorption spectra, large Stokes shift and activationless photoconductivity. (© 2005 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim)

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)0.000
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 score0.013
Threshold uncertainty score0.537

Codex and Gemma teacher scores by category

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 communication0.0000.000
Open science0.0000.000
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 head0.015
GPT teacher head0.212
Teacher spread0.197 · 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

Citations4
Published2005
Admission routes1
Has abstractyes

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