{"id":"W4386123576","doi":"10.1109/pn58661.2023.10222987","title":"Plasmonic photocatalysis using porous bimetallic AuPt structure","year":2023,"lang":"en","type":"article","venue":"","topic":"Nanoporous metals and alloys","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Bimetallic strip; Photocatalysis; Materials science; Porosity; Plasmon; Photodegradation; Alloy; Catalysis; Chemical engineering; Calcination; Dewetting; Metal; Nanotechnology; Photochemistry; Optoelectronics; Metallurgy; Composite material; Chemistry; Thin film; Organic chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002721233,0.0001829313,0.0002776836,0.0001569019,0.0001806068,0.0001244976,0.0003195191,0.00008154584,0.004886813],"category_scores_gemma":[0.000033557,0.0001394297,0.00009399726,0.0007853304,0.00006482872,0.0001898851,0.0001480681,0.00007508336,0.001619067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003687674,"about_ca_system_score_gemma":0.00006424509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004138734,"about_ca_topic_score_gemma":0.00006159713,"domain_scores_codex":[0.9984837,0.00004177054,0.0002787937,0.0004004574,0.0003386707,0.0004566109],"domain_scores_gemma":[0.9993255,0.00004296959,0.00009445466,0.0003964749,0.00004033892,0.0001003315],"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":[0.000004898362,0.00001194552,0.00007834438,0.00001173187,0.0000153164,0.00002841595,0.00006340793,0.0007744892,0.9979815,0.0002199644,0.0004748211,0.0003351966],"study_design_scores_gemma":[0.0002060549,0.00002722918,0.0002408214,0.000008077795,0.00005081481,0.00002846654,0.0001309325,0.003175175,0.9926861,0.001234107,0.001966982,0.000245253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978293,0.0000751599,0.0001355879,0.00006981466,0.0004929678,0.0001718704,0.00003056098,0.000407433,0.000787365],"genre_scores_gemma":[0.993377,0.00001746296,0.002909676,0.000151727,0.00008220693,0.000005946944,0.00002780433,0.0000306465,0.003397478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005295383,"threshold_uncertainty_score":0.9991583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485748139848538,"score_gpt":0.2653604202498926,"score_spread":0.2405029388514073,"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."}}