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Record W2133181401 · doi:10.1063/1.3587018

Optical Band Gap of Nanocompsoite MEH-PPV:TiO[sub 2] Thin Film

2011· article· en· W2133181401 on OpenAlexaff
Puteri Sarah Mohamad Saad, Fazlinashatul Suhaidah Zahid, Ahmad Sazali Hamzah, Mohamad Rusop Mahmood, Abdul Manaf Hashim, Vijay K. Arora

Bibliographic record

VenueAIP conference proceedings · 2011
Typearticle
Languageen
FieldMaterials Science
TopicConducting polymers and applications
Canadian institutionsSciencetech (Canada)
FundersKementerian Sains, Teknologi dan Inovasi
KeywordsMaterials sciencePolymerAnataseBand gapDispersityChemical engineeringNanocompositeTetrahydrofuranPhotocatalysisPolymer chemistryComposite materialOrganic chemistryOptoelectronicsChemistry

Abstract

fetched live from OpenAlex

In our work, the white pigment TiO2 powder was first annealed at 450° C before mixing it to the polymer solution to ensure that the TiO2 was in its anatase phase. The 50 mg MEH‐PPV polymer was dissolved in tetrahydrofuran (THF) with a concentration of 1:1. The composite materials were prepared by adding appropriate amounts of TiO2 powder 5, 10, 15 and 20 wt% into the polymer solution to make various ratios of TiO2 powder/polymer composites. The optical band gap and surface morphology of nanocomposite conjugated polymer MEH‐PPV:TiO2 were investigated. We observed that as the concentration of TiO2 increase from 0, 5, 10, 15 and 20 wt%, the optical band gap decrease slightly from 4.20, 4.16, 4.14, 4.13 and 4.12 eV respectively. Also we observed that the dispersity of the TiO2 powder was not uniform as the concentration of the TiO2 powder increase from 0 to 20 wt%.

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 categoriesInsufficient payload (model declined to judge)
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 score0.034
Threshold uncertainty score1.000

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)0.0010.000

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 head0.067
GPT teacher head0.265
Teacher spread0.198 · 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.

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

Citations1
Published2011
Admission routes1
Has abstractyes

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