{"id":"W4313648286","doi":"10.20517/cs.2022.30","title":"Photothermal catalytic H2 production over hierarchical porous CaTiO3 with plasmonic gold nanoparticles","year":2023,"lang":"en","type":"article","venue":"Chemical Synthesis","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Photothermal therapy; Catalysis; Hydrogen production; Materials science; Photocatalysis; Colloidal gold; Nanoparticle; Photothermal effect; Nanotechnology; Chemical engineering; Plasmon; Porosity; Perovskite (structure); Chemistry; Optoelectronics","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":[0.0001653653,0.0002753049,0.0003360684,0.0001217944,0.00007587487,0.00003212716,0.0003209779,0.0001501353,0.0001586179],"category_scores_gemma":[0.0004639089,0.0002286979,0.00009315219,0.0007782642,0.0002607839,0.0001934653,0.0001008198,0.000226874,0.0003413129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832456,"about_ca_system_score_gemma":0.00004287994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002934763,"about_ca_topic_score_gemma":0.00007474811,"domain_scores_codex":[0.9981001,0.00004432541,0.0003195886,0.0006332344,0.0003744552,0.0005282713],"domain_scores_gemma":[0.9986787,0.0003253219,0.0001036729,0.0006914675,0.00004668833,0.0001540832],"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":[0.000193342,0.0001116496,0.0003421091,0.00003937619,0.00007093912,0.0000221116,0.0001374613,0.0001531543,0.9861791,0.0003510276,0.0009643816,0.0114354],"study_design_scores_gemma":[0.0001330792,0.00002405282,0.0006803476,0.00006242243,0.00007651871,0.00002789398,0.00002827639,0.0002482139,0.9944258,0.001214302,0.002755902,0.0003232027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964447,0.00002897042,0.00002801539,0.0003573436,0.00004060579,0.0002949598,0.0000106293,0.001139391,0.001655362],"genre_scores_gemma":[0.9963265,0.00002151186,0.00199682,0.00006394173,0.0001220501,0.0006307407,0.00004320746,0.00009265155,0.0007025501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0111122,"threshold_uncertainty_score":0.9326031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172074415515302,"score_gpt":0.2402290452041725,"score_spread":0.2285083010490195,"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."}}