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Record W3196823200 · doi:10.1149/1945-7111/ac2466

AFM and Cu Electrodeposition Studies of Reduced Graphene Oxide Modified Au(111) Facets Prepared using Electrodeposition and Post-Deposition Pulse Treatment

2021· article· en· W3196823200 on OpenAlexafffund
Zhiguang Liu, Adrian Jan Grzędowski, Yujing Guo, Dan Bizzotto

Bibliographic record

VenueJournal of The Electrochemical Society · 2021
Typearticle
Languageen
FieldEngineering
TopicElectrodeposition and Electroless Coatings
Canadian institutionsUniversity of British Columbia
FundersNatural Sciences and Engineering Research Council of CanadaShanxi Scholarship Council of China
KeywordsGrapheneMaterials scienceOxideNucleationElectrodeElectrophoretic depositionElectrochemistryDeposition (geology)Chemical engineeringNanotechnologyNanoparticleMetallurgyChemistryCoating

Abstract

fetched live from OpenAlex

The structural and electrochemical characteristics of electrodeposited graphene oxide (GO) onto a single crystal gold bead electrode was studied using AFM and Cu electrodeposition. Optimal deposition uniformity was realized by rotation of the electrode, suggesting an initial electrophoretic deposition occurs followed by some reduction of the GO. Potential pulse treatments to reducing potentials for a short time significantly improve the electrochemical characteristics of the electrochemical reduced graphene oxide (ERGO). Both under-potential and over-potential Cu electrodeposition was used to characterize the quality of the ERGO deposit and showed that the gold surface was completely coated with ERGO only after potential pulsing treatments. AFM analysis of ERGO modified Au(111) facet on the gold bead electrode revealed the deposition was composed of sheets of GO/ERGO as well as much rougher deposits. AFM showed that the potential pulsing treatment resulted in the nucleation and growth of electrodeposited Cu nanoparticles over much of the ERGO surface, in contrast to the limited deposition of nanoparticles on the untreated GO deposit. The ERGO modified gold surface prepared using electrodeposition followed by potential pulse treatments results in conductive and electrochemically active ERGO surfaces.

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 categoriesMeta-epidemiology (narrow)
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 score0.010
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.013
GPT teacher head0.247
Teacher spread0.235 · 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

Citations6
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueJournal of The Electrochemical SocietySame topicElectrodeposition and Electroless CoatingsFrench-language works237,207