{"id":"W4387124030","doi":"10.1117/12.2676586","title":"Integration of wave optics and ray optics simulations for advanced display design","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ansys (Canada)","funders":"","keywords":"Optics; Geometrical optics; Physical optics; X-ray optics; Integrated optics; Computer science; Physics; Computer graphics (images); X-ray","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":[0.00005111041,0.00008662172,0.0001133092,0.00008953093,0.00002895395,0.00001170552,0.00005230113,0.00005353238,0.000001620923],"category_scores_gemma":[0.000436345,0.00007705688,0.00001857156,0.0002130037,0.00005952382,0.0001410488,0.0000287549,0.00006288673,0.000002016944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001669778,"about_ca_system_score_gemma":0.000003634531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.66028e-7,"about_ca_topic_score_gemma":0.000001048628,"domain_scores_codex":[0.999559,0.000003108203,0.0001532482,0.00009256018,0.00005231793,0.0001397104],"domain_scores_gemma":[0.9992884,0.0004751126,0.00001650564,0.0001417215,0.00005669326,0.00002153781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004598175,0.000004326761,0.000004954269,0.00002952522,0.000009865958,4.210529e-7,0.00004233907,0.8587034,0.0991703,0.02845224,0.00005875168,0.01351926],"study_design_scores_gemma":[0.0001785702,0.00003444866,0.00007570611,0.00001600611,0.00001059586,3.852112e-7,0.0001321852,0.9163669,0.06314626,0.01991392,0.00004081974,0.00008422662],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0459211,0.00002513546,0.9525358,0.0001052828,0.00006336994,0.0002581422,0.00001435198,0.0009018545,0.0001749609],"genre_scores_gemma":[0.517179,0.00004848888,0.4826605,0.000002999937,0.000004581225,0.0000145513,0.000009353963,0.0000133155,0.00006721635],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4712579,"threshold_uncertainty_score":0.3142288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04360963847018638,"score_gpt":0.2913382822454811,"score_spread":0.2477286437752947,"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."}}