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Record W7073755102

Photoanode development for photoelectrochemical water splitting

2020· article· en· W7073755102 on OpenAlexaff

Bibliographic record

VenuecIRcle (University of British Columbia) · 2020
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicHigh-pressure geophysics and materials
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsWater splittingPhotocathodePhotocurrentPhotoelectrochemical cellPhotoelectrochemistryOxygen evolutionPolarization (electrochemistry)Reversible hydrogen electrode
DOInot available

Abstract

fetched live from OpenAlex

Abundant materials, cheap synthesis methods and high efficiencies are required for photoelectrodes materials to enable commercial water splitting through photoelectrochemical processes. In this work, the synthesis and improvement through an electrochemical modification of the n-type semiconductor BiVO4 for oxygen evolution is presented. The modification consisted on a dynamic polarization in a three-electrode cell. The pristine and modified BiVO4 were evaluated through electrochemical and photoelectrochemical methods. The modification was found to increase the photocurrent by 80% compared to pristine BiVO₄ at 1.23 V vs RHE and increase in the incident photon-electron conversion efficiency (IPCE) by up to 20% at 400 nm. A photocathode for hydrogen evolution was synthetized and tested along with the BiVO4 photoanode in a two electrode photoelectrochemical cell. Water splitting was obtained without external bias and an improvement of 33% in the solar to hydrogen (STH) efficiency was obtained with the modified material. Based on results gathered through electrochemical, photoelectrochemical and physical-chemical characterization, the modification causes the insertion of hydrogen into the lattice and distorts the crystal structure. Moreover, the amount of V4+ in the photoanode increases and there is OH adsorption in the surface. These results provide evidence for improved overall performance.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

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 integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.010
GPT teacher head0.153
Teacher spread0.144 · 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 source (direct Gemma or distilled Codex), 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
Published2020
Admission routes1
Has abstractyes

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