{"id":"W4297497782","doi":"10.1103/physrevapplied.18.l031002","title":"Customized Vectorial Optical Fields in Homogeneous and Inhomogeneous Media","year":2022,"lang":"en","type":"article","venue":"Physical Review Applied","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Homogeneous; Field (mathematics); Optics; Physics; Statistical physics; Mathematics","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":[0.0003212405,0.0004065374,0.0002238208,0.0004253038,0.0002766172,0.0009502228,0.0004426031,0.0004147496,0.001556409],"category_scores_gemma":[0.000481937,0.0002628777,0.0003000525,0.0003206765,0.001024238,0.0009044881,0.0008403147,0.0005631056,0.0002388298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000712648,"about_ca_system_score_gemma":0.0003753518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004815455,"about_ca_topic_score_gemma":0.0005952655,"domain_scores_codex":[0.999841,0.00003934853,0.000006643776,0.00003363396,0.00005189565,0.00002745836],"domain_scores_gemma":[0.9998589,0.00004586596,0.00003542899,0.0000218872,0.00002052018,0.00001744803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005202757,0.00003839135,0.0002602399,0.00008319328,0.00001161258,0.0002012146,0.0001121593,0.04161942,0.07880451,0.8618422,0.000863086,0.01611203],"study_design_scores_gemma":[0.0001180064,0.0002236591,0.001636561,0.00006427409,0.00003268738,0.0006673808,0.000206054,0.5250058,0.08436596,0.3601685,0.0273764,0.0001346448],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2389277,0.001449301,0.6941737,0.0007941865,0.0003257057,0.0001878768,0.0002752084,0.000330938,0.06353529],"genre_scores_gemma":[0.886961,0.001147848,0.09475557,0.0002714035,0.0001005603,0.0001347551,0.0001145844,0.0001086564,0.01640564],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001556409,"threshold_uncertainty_score":0.005206645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006448348491972672,"score_gpt":0.2414261899913897,"score_spread":0.234977841499417,"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."}}