{"id":"W4378907900","doi":"10.1364/ao.488480","title":"Computational visualization of semi-transparent metallic thin films with roughness","year":2023,"lang":"en","type":"article","venue":"Applied Optics","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Huawei Technologies (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microscale chemistry; Materials science; Surface finish; Optics; Surface roughness; Substrate (aquarium); Nanoscopic scale; Thin film; Light scattering; Scattering; Nanotechnology; Composite material; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0000678065,0.00007216843,0.0001012092,0.00004042718,0.00008166004,0.00002002583,0.0001160502,0.00001537276,0.0000768108],"category_scores_gemma":[5.021523e-7,0.00006219779,0.00002281349,0.0005764313,0.00005383545,0.00004553947,0.00002142751,0.0000378729,0.00004954277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004193284,"about_ca_system_score_gemma":0.00004164004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001059175,"about_ca_topic_score_gemma":0.000001307238,"domain_scores_codex":[0.9994118,0.000004447734,0.0001425655,0.0001402263,0.0001847411,0.0001161796],"domain_scores_gemma":[0.9996836,0.00004814815,0.00006861577,0.0001169611,0.00005078325,0.00003193087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004005057,0.0000600905,0.001401905,0.000007072184,0.00002277464,1.05724e-7,0.0003268526,0.3846485,0.001193632,0.6116459,0.0001307362,0.00055847],"study_design_scores_gemma":[0.001253033,0.0001010961,0.01468079,0.00003659056,0.0001502501,7.13193e-7,0.003279157,0.8721067,0.01651586,0.08959933,0.001718522,0.000557921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6280915,0.00000327742,0.3613995,0.0001220879,0.00003083449,0.0003373976,0.00004643168,0.00007729069,0.009891682],"genre_scores_gemma":[0.9961988,0.000001493786,0.003269,0.00002066443,0.0000274394,0.00007575503,0.0002777092,0.000008598989,0.0001205788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5220465,"threshold_uncertainty_score":0.2536352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132110703297056,"score_gpt":0.2842555229218973,"score_spread":0.2629344158889267,"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."}}