{"id":"W1966099043","doi":"10.1117/12.557185","title":"Numerical scheme to determine the photonic properties of tunable crystals","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Propagator; Photonic crystal; Photonics; Numerical analysis; Electromagnetic field; Field (mathematics); Path integral formulation; Dielectric; Computer science; Optics; Optoelectronics; Materials science; Physics; Quantum; Quantum mechanics; Mathematical analysis; 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":[0.0003273762,0.0002455354,0.0003589356,0.00004796463,0.0001083446,0.00007553527,0.0008949676,0.00006862318,0.00003137157],"category_scores_gemma":[0.00009716949,0.0001677865,0.0005140837,0.0003392768,0.0001955638,0.0002511581,0.0001702294,0.0002168715,0.000002302329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008779309,"about_ca_system_score_gemma":0.00006639758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006828229,"about_ca_topic_score_gemma":1.215147e-7,"domain_scores_codex":[0.9983034,1.097637e-8,0.0005960385,0.0002948988,0.0004608023,0.0003448458],"domain_scores_gemma":[0.9985349,0.00005286836,0.000303956,0.00008611166,0.0009142722,0.0001079017],"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":[0.0000304399,0.000138856,0.0001036656,0.0001229642,0.0001847794,8.77328e-9,0.0002119603,0.0003291013,0.6737289,0.3247465,0.0003069979,0.00009579836],"study_design_scores_gemma":[0.0009065113,0.0002106225,0.0002927772,0.0003456446,0.0001015636,0.000003978344,0.001799071,0.007441489,0.9788696,0.00444749,0.005277405,0.0003038985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939598,0.00005734775,0.0001448548,0.00289098,0.00006581302,0.0007370812,0.00005319873,0.00003231966,0.002058563],"genre_scores_gemma":[0.9718497,0.0000100554,0.02731829,0.00007058852,0.0002033076,0.0003691599,0.000003910116,0.00003717851,0.0001378382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.320299,"threshold_uncertainty_score":0.6842136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355519140085242,"score_gpt":0.227533610882656,"score_spread":0.2139784194818035,"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."}}