{"id":"W2083577035","doi":"10.1109/jqe.2004.828245","title":"Time-domain reflective beam propagation method","year":2004,"lang":"en","type":"article","venue":"IEEE Journal of Quantum Electronics","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Optics; Reflection (computer programming); Time domain; Beam propagation method; Classification of discontinuities; Gaussian beam; Beam (structure); Pulse (music); Waveguide; Grating; Gaussian; Materials science; Computer science; Physics; Refractive index; Mathematics","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":[0.00184033,0.000151109,0.0003116951,0.00009532655,0.0001493078,0.0000874383,0.0002568001,0.00008705276,0.00005364989],"category_scores_gemma":[0.0002624107,0.0001164312,0.0001229129,0.0002411127,0.00006908592,0.0003676419,0.0000174026,0.0004110417,0.00009961437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003576014,"about_ca_system_score_gemma":0.0005042431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006559551,"about_ca_topic_score_gemma":0.000005846117,"domain_scores_codex":[0.9982465,0.0001223766,0.0005668591,0.0001735767,0.0004742206,0.0004164629],"domain_scores_gemma":[0.9986029,0.0001251554,0.000623753,0.0001294073,0.0004016035,0.0001171725],"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":[0.0001047929,0.00008994951,0.000001774809,0.000009292416,0.00001281639,0.0000134886,0.000375621,0.002462476,0.9849741,0.01133143,0.0002668155,0.0003573945],"study_design_scores_gemma":[0.0007414741,0.002013296,0.00001449743,0.00006643393,0.00003817213,0.0002832737,0.00007878395,0.0009132128,0.9002461,0.09457771,0.0008640884,0.0001629595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8762047,0.0002833734,0.1216528,0.001139165,0.0002530669,0.0001168805,0.000002065429,0.0000249822,0.0003229517],"genre_scores_gemma":[0.9040632,0.0000423021,0.09488448,0.0004014517,0.000458292,0.000004023128,9.47055e-7,0.00003365392,0.0001116195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08472806,"threshold_uncertainty_score":0.4747927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404235178301622,"score_gpt":0.3008308499741661,"score_spread":0.2867884981911499,"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."}}