{"id":"W2105781626","doi":"10.1039/c3nr06602a","title":"Design of multicomponent photocatalysts for hydrogen production under visible light using water-soluble titanate nanodisks","year":2014,"lang":"en","type":"article","venue":"Nanoscale","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Institute for Basic Science; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Photocatalysis; Visible spectrum; Hydrogen production; Materials science; Catalysis; Water splitting; Absorption (acoustics); Photochemistry; Chemical engineering; Nanotechnology; Optoelectronics; Chemistry; Organic chemistry; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009158933,0.0003254473,0.0002529689,0.0002039827,0.00008743994,0.0002855354,0.0003268082,0.0002904578,0.0003726906],"category_scores_gemma":[0.0001291501,0.0002185144,0.0002851771,0.0001458781,0.0001612528,0.0003121801,0.0002350504,0.0003022049,0.0002310927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003443972,"about_ca_system_score_gemma":0.0001573693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002962148,"about_ca_topic_score_gemma":0.0007136875,"domain_scores_codex":[0.9999067,0.000006580101,0.00001098446,0.00003559657,0.00002735981,0.00001280035],"domain_scores_gemma":[0.9999284,0.00001327372,0.00002295174,0.000006767791,0.00001344006,0.00001514798],"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":[0.00001874145,0.000009181194,0.00006513445,0.00004571706,0.000007527674,0.00002071097,0.00000819629,0.0002357362,0.9980271,0.00007980964,0.00001745724,0.001464582],"study_design_scores_gemma":[0.000006920501,0.00007057834,0.000255095,0.000001091787,0.00001024774,0.00003506388,0.000005492163,0.001687578,0.9970091,0.00002000208,0.0008952186,0.000003685338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816375,0.001555037,0.01516114,0.00007915581,0.00005510904,0.0000636839,0.0001754931,0.0001838717,0.001088874],"genre_scores_gemma":[0.9685861,0.0008430945,0.02838936,0.00003537037,0.00001279833,0.00006736961,0.0001810503,0.00003824478,0.0018465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003726906,"threshold_uncertainty_score":0.002498806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128953817123268,"score_gpt":0.2831536124340672,"score_spread":0.2518640742628345,"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."}}