{"id":"W4404644861","doi":"10.3390/nano14231869","title":"Unveiling the Photocatalytic Potential of BiAgOS Solid Solution for Hydrogen Evolution Reaction","year":2024,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Université Mohammed V de Rabat; Fondation OCP; Georgia Institute of Technology","keywords":"Photocatalysis; Materials science; Hydrogen; Nanotechnology; Chemical engineering; Chemistry; Catalysis; Engineering; Organic chemistry","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":[0.0005972083,0.0001722004,0.0002743114,0.0001458575,0.0001308771,0.00005505443,0.0001961017,0.0001455818,0.00007121817],"category_scores_gemma":[0.0000980078,0.0001326836,0.0001831539,0.0002371193,0.00007870751,0.0002851767,0.00005263941,0.00005107198,0.0000625997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969574,"about_ca_system_score_gemma":0.00006969574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004772654,"about_ca_topic_score_gemma":0.00003505944,"domain_scores_codex":[0.9986253,0.00007372197,0.0005358874,0.000320067,0.0001900175,0.0002550044],"domain_scores_gemma":[0.9991949,0.000103952,0.0001867385,0.0003940167,0.00009060961,0.00002976787],"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":[0.00009848492,0.0000254192,0.000001012006,0.0001291556,0.00006965361,0.000001569966,0.00007823087,0.0003976891,0.9941623,0.002624229,0.0002525526,0.002159655],"study_design_scores_gemma":[0.0001550754,0.0000763133,0.00002093358,0.00008450371,0.0001376539,0.00002214995,0.00002650031,0.01126701,0.9713449,0.01104031,0.005684135,0.0001404627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385779,0.0005402698,0.05658506,0.00008650853,0.001234919,0.001631336,0.00009700967,0.0007044061,0.0005425893],"genre_scores_gemma":[0.9973851,0.00002880643,0.001157482,0.00001409186,0.0003904978,0.0005360841,0.0001711678,0.00005042485,0.000266309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05880724,"threshold_uncertainty_score":0.5410678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590344714699434,"score_gpt":0.2919248224041303,"score_spread":0.2760213752571359,"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."}}