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Record W2368463619

Photovoltaic Properties and Mechanism Analysis of a Dye/Al_2O_3 Alternating Assembly Structure by Electrochemical Impedance Spectroscopy

2011· article· en· W2368463619 on OpenAlexaff
Bei Ma

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEnergy
TopicTiO2 Photocatalysis and Solar Cells
Canadian institutionsCAE (Canada)
Fundersnot available
KeywordsDielectric spectroscopyDye-sensitized solar cellElectrolyteMaterials sciencePhotovoltaic systemElectrochemistryElectrical impedanceEquivalent circuitInternal resistanceAlternating currentEnergy conversion efficiencySpectroscopyAnalytical Chemistry (journal)Equivalent series resistanceVoltageElectrodeOptoelectronicsChemical engineeringChemistryElectrical engineeringPhysical chemistryOrganic chemistry
DOInot available

Abstract

fetched live from OpenAlex

N3 dye and Al2O3 were used to form an alternating assembly structure.The current density-voltage(J-V) characterization showed that this structure improved the performance of dye-sensitized solar cells(DSCs).Electrochemical impedance spectroscopy(EIS) was used to study the internal resistance of this alternating assembly structured DSCs.The results showed that the resistance at the sensitized TiO2/electrolyte interface decreased as the number of(dye/Al2O3) units increased,and the device's conversion efficiency improved significantly.Based on the EIS results,a series of equivalent circuit models were well established to investigate the dye/Al2O3 alternating assembly structure theoretically.

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 score0.014
Threshold uncertainty score0.739

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 head0.017
GPT teacher head0.213
Teacher spread0.196 · 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

Citations0
Published2011
Admission routes1
Has abstractyes

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