{"id":"W4385315738","doi":"10.1364/cleo_at.2023.jtu2a.136","title":"Metasurface-Assisted Polarization Dichroic Cavities","year":2023,"lang":"en","type":"article","venue":"","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dichroic glass; Materials science; Polarization (electrochemistry); Dielectric; Optics; Dichroic filter; Optoelectronics; Photonic crystal; Physics; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007154311,0.0001182294,0.0001985216,0.00008364981,0.000238062,0.0001397975,0.000201989,0.00005170911,0.003305137],"category_scores_gemma":[0.00006491704,0.00009468776,0.00004795054,0.0005120293,0.00005689658,0.0001865523,0.00007510483,0.00003193739,0.006134107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001823849,"about_ca_system_score_gemma":0.00003540598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002126266,"about_ca_topic_score_gemma":0.00003127685,"domain_scores_codex":[0.9988269,0.00009597613,0.0002814891,0.0002668501,0.0002531881,0.0002756035],"domain_scores_gemma":[0.9993564,0.00006053721,0.00008782305,0.0003482681,0.00006754812,0.00007936454],"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":[0.00000300438,0.00001455247,0.0001349309,0.00001296568,0.000005917903,9.299235e-7,0.00006012899,0.00009499329,0.9907816,0.005492936,0.003052794,0.0003452234],"study_design_scores_gemma":[0.0001871218,0.00001826294,0.01658037,0.000006405518,0.00004067331,0.000004095723,0.0001546801,0.0003864982,0.9389589,0.0009872797,0.04248749,0.0001882131],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935883,0.00008161493,0.001401918,0.0004759215,0.0005414838,0.0002173622,0.00007519221,0.0006702687,0.002947908],"genre_scores_gemma":[0.9811795,0.00004471982,0.006175358,0.0001458702,0.00005213741,0.00007586847,0.0001230693,0.00002303437,0.01218044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05182272,"threshold_uncertainty_score":0.997606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04232478925457565,"score_gpt":0.28251851654143,"score_spread":0.2401937272868543,"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."}}