{"id":"W4386902484","doi":"10.1039/d3ta05201j","title":"Nanoengineered Au–carbon nitride interfaces enhance photocatalytic pure water splitting to hydrogen","year":2023,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"Canadian Light Source; Natural Sciences and Engineering Research Council of Canada; Centros de Pesquisa, Inovação e Difusão, Fundação Amazônia Paraense de Amparo à Pesquisa; Canada First Research Excellence Fund; Canadian Institutes of Health Research; Canada Foundation for Innovation; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Air Force Office of Scientific Research; University of Saskatchewan","keywords":"Carbon nitride; Photocatalysis; Water splitting; Materials science; Nitride; Nanocomposite; Hydrogen; Carbon fibers; Photocatalytic water splitting; Chemical engineering; Irradiation; Nanotechnology; Chemistry; Composite number; Composite material; Catalysis; Layer (electronics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007405012,0.000290779,0.000586267,0.0001286338,0.00005410227,0.00007097222,0.0005673151,0.0001527964,0.0002903832],"category_scores_gemma":[0.0002565567,0.0002281586,0.0001250757,0.0002863329,0.00003625613,0.0001627077,0.0002080607,0.0001872024,0.0001127055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094014,"about_ca_system_score_gemma":0.00005192337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005779681,"about_ca_topic_score_gemma":0.000003183836,"domain_scores_codex":[0.9978848,0.00003705507,0.0009541018,0.0002748035,0.0003507873,0.0004984231],"domain_scores_gemma":[0.9988219,0.00006191959,0.0003690467,0.000417655,0.0001500642,0.0001794767],"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":[0.0001671869,0.00002697053,0.000006973781,0.0001845999,0.00009521077,0.000100752,0.0003871838,0.001805793,0.9968547,0.000001525514,0.0001937675,0.0001753858],"study_design_scores_gemma":[0.0002289237,0.00004658888,0.000004561695,0.0002832372,0.0000505124,0.0001222151,0.0001111302,0.0000361716,0.9959332,0.0005066654,0.002416076,0.0002607197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984674,0.00003006571,0.00005508482,0.0001694529,0.0002054207,0.0001761143,0.00001307162,0.0001880182,0.0006953566],"genre_scores_gemma":[0.9975501,0.00002234459,0.0005985305,0.00004204899,0.0005477096,0.00004824728,0.00003312821,0.00006772791,0.001090114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002222309,"threshold_uncertainty_score":0.9304038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009475157273271044,"score_gpt":0.2598100981619244,"score_spread":0.2503349408886534,"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."}}