{"id":"W2068346252","doi":"10.1364/oe.21.031698","title":"Enhanced detection limit by dark mode perturbation in 2D photonic crystal slab refractive index sensors","year":2013,"lang":"en","type":"article","venue":"Optics Express","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Photonic crystal; Optics; Refractive index; Slab; Electric field; Dielectric; Materials science; Optoelectronics; Total internal reflection; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005609126,0.000186658,0.0001871358,0.00007883755,0.00004487383,0.00007456337,0.0001285742,0.0001840881,0.00007267986],"category_scores_gemma":[0.00004662723,0.000191204,0.00004099303,0.0001530055,0.00003252223,0.0004579413,0.00003119675,0.0003208567,0.0000681843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748873,"about_ca_system_score_gemma":0.00001169208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001433883,"about_ca_topic_score_gemma":0.00004168606,"domain_scores_codex":[0.9989926,0.00002664566,0.0002398587,0.0002331484,0.0001853144,0.0003224131],"domain_scores_gemma":[0.9994781,0.000106374,0.00004119513,0.0002212506,0.00006115693,0.00009190602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002190645,0.00004142731,0.00001048084,0.00003881802,0.00002444161,0.000001854271,0.0007495793,0.04807456,0.9491992,0.0000852679,0.0001224858,0.001629989],"study_design_scores_gemma":[0.0002894797,0.00002852926,0.0002050861,0.00003076338,0.000006779398,0.000001341083,0.0002447466,0.6440336,0.354153,0.0004003021,0.0004095912,0.0001967682],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519381,0.000125436,0.0156364,0.00002036126,0.0001989477,0.0003122396,0.00001377301,0.00014887,0.0316059],"genre_scores_gemma":[0.998446,0.0001483871,0.0007418953,0.00003317612,0.0000312067,0.0001284577,0.00001561531,0.00003887686,0.0004163909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.595959,"threshold_uncertainty_score":0.7797071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005780870926676855,"score_gpt":0.210008336073831,"score_spread":0.2042274651471541,"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."}}