{"id":"W2136904221","doi":"10.1039/c5ta05826k","title":"Efficient suppression of back electron/hole recombination in cobalt phosphate surface-modified undoped bismuth vanadate photoanodes","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"Ramsay Memorial Fellowships Trust, University College London; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Photocurrent; Materials science; Bismuth vanadate; Microsecond; Ultrafast laser spectroscopy; Electron hole; Photoelectrochemistry; Absorption (acoustics); Chemical physics; Electron; Photochemistry; Optoelectronics; Chemistry; Photocatalysis; Optics; Physics; Physical chemistry; Catalysis; Electrode; Laser; Electrochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044253,0.0002116638,0.0006042859,0.00006762299,0.00002277217,0.0000334589,0.0003426956,0.0001524655,0.0002216189],"category_scores_gemma":[0.0002069073,0.000186337,0.00008111536,0.00022717,0.00005408251,0.0001395174,0.00007589912,0.0001354548,0.000006408375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003018097,"about_ca_system_score_gemma":0.0001636486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002798123,"about_ca_topic_score_gemma":0.00001036859,"domain_scores_codex":[0.9979016,0.0001277887,0.001063889,0.0001980574,0.0004313477,0.0002773516],"domain_scores_gemma":[0.9980004,0.00005928265,0.001171848,0.0002948635,0.0003431093,0.0001305354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000831172,0.0002237036,0.00002775292,0.0001023114,0.00002943305,0.00001741751,0.00009919264,0.04611772,0.9520607,0.00002544383,0.0004166582,0.00004848231],"study_design_scores_gemma":[0.00186541,0.00008663849,0.00003062536,0.0002462413,0.00002880033,0.00002604983,0.00006434497,0.0005983678,0.9951096,0.001159756,0.0006101964,0.000174012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977411,0.0001531017,0.0001478821,0.0000513073,0.000180413,0.0001560324,0.00002211111,0.00002332474,0.001524698],"genre_scores_gemma":[0.9978741,0.00006225118,0.001648319,0.00001486947,0.00004638411,0.000005590144,0.00003974258,0.00003059797,0.000278139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04551935,"threshold_uncertainty_score":0.7598602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842523681549163,"score_gpt":0.2785069511998912,"score_spread":0.2600817143843995,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}