{"id":"W2019967164","doi":"10.1117/12.472448","title":"Design of a test set for characterization of optical devices in silica-based optical integrated circuit technology","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Beam propagation method; Planar; Waveguide; Optics; Refractive index; Computer science; Materials science; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009584708,0.001099253,0.0007096268,0.001166701,0.0004311962,0.0005735595,0.002155952,0.0008276161,0.001537697],"category_scores_gemma":[0.003186769,0.0003486087,0.000515602,0.0003950088,0.0004888896,0.0006967514,0.0005198455,0.0003932137,0.0003765404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039162,"about_ca_system_score_gemma":0.0008159551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121808,"about_ca_topic_score_gemma":0.001289799,"domain_scores_codex":[0.9991093,0.0002288528,0.00006296184,0.0001239041,0.0003634522,0.00011136],"domain_scores_gemma":[0.9969106,0.001389873,0.0003825979,0.0003672673,0.0008063836,0.0001433682],"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":[0.001178323,0.001154093,0.01653223,0.0006667437,0.000263192,0.0009485655,0.0003190603,0.1025372,0.8183089,0.003553213,0.001827205,0.05271131],"study_design_scores_gemma":[0.0001411618,0.002933523,0.006393071,0.00002860563,0.00008919064,0.0002948341,0.00009171783,0.2885156,0.6988688,0.0005088297,0.002086853,0.00004793726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8276977,0.0001258491,0.1659524,0.0001672132,0.00006067137,0.0007561054,0.0009441638,0.002139003,0.002156789],"genre_scores_gemma":[0.9117515,0.00006390522,0.08549231,0.00006940374,0.00001307204,0.00093567,0.0007704885,0.0001127501,0.000790948],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002155952,"threshold_uncertainty_score":0.00753969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455791472599851,"score_gpt":0.2217641097390125,"score_spread":0.207206195013014,"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."}}