{"id":"W4386224149","doi":"10.3390/nano13172438","title":"Bismuth Tungstate Nanoplates—Vis Responsive Photocatalyst for Water Oxidation","year":2023,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Narodowa Agencja Wymiany Akademickiej; Hokkaido University; Canadian Institute for Theoretical Astrophysics","keywords":"Tungstate; Photocatalysis; Bismuth; Materials science; Chemical engineering; Inorganic chemistry; Nanotechnology; Chemistry; Catalysis; Metallurgy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008104683,0.0003285112,0.0005097832,0.0004144647,0.0002186439,0.0001190315,0.0003397405,0.0001989083,0.0004205012],"category_scores_gemma":[0.000227177,0.0002597803,0.0001586212,0.0004131196,0.00007058455,0.00042394,0.0001563929,0.00004649115,0.001531487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138617,"about_ca_system_score_gemma":0.00003050261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001517337,"about_ca_topic_score_gemma":0.00004522381,"domain_scores_codex":[0.9976952,0.0001431881,0.0006688294,0.000589753,0.0002404295,0.0006626155],"domain_scores_gemma":[0.998629,0.0002176523,0.0001940961,0.0006724509,0.0001905642,0.00009618857],"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":[0.0004408548,0.00002227299,0.000004142503,0.00006442467,0.00004883818,0.00002366263,0.0004779698,0.00008774989,0.9943625,0.0005611423,0.003056648,0.0008497738],"study_design_scores_gemma":[0.0005526156,0.0001036139,0.00002265551,0.00003133018,0.00004409282,0.00001073683,0.00006592297,0.00009146313,0.8983322,0.005767222,0.09464148,0.0003366074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944732,0.00001450055,0.0007486215,0.0001338824,0.000510095,0.001571361,0.0001850467,0.00164911,0.0007141608],"genre_scores_gemma":[0.9868817,0.00005118161,0.002668552,0.0001492564,0.0001989645,0.002255594,0.003110358,0.0001384304,0.004546019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09603026,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332389169579582,"score_gpt":0.2985340768560315,"score_spread":0.2752101851602357,"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."}}