{"id":"W2133619288","doi":"10.1109/isot.2010.5687333","title":"Nano-fabrication dependent quality factor in photonic crystal slab biosensors","year":2010,"lang":"en","type":"article","venue":"","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fabrication; Biosensor; Photonic crystal; Materials science; Fluidics; Optoelectronics; Q factor; Resonator; Sensitivity (control systems); Refractive index; Optics; Nanotechnology; Physics; Electronic engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001364266,0.0001274054,0.0001461444,0.00005130065,0.00007786897,0.00004584375,0.000171461,0.0000482342,0.003430269],"category_scores_gemma":[0.000007720009,0.0001156046,0.00007312738,0.0001700774,0.00003635652,0.0001003324,0.00004599369,0.0002187337,0.0001013028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002445984,"about_ca_system_score_gemma":0.00006987398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001979149,"about_ca_topic_score_gemma":0.0006440592,"domain_scores_codex":[0.9990254,0.00002433304,0.0002929864,0.0002836958,0.0001378891,0.0002356801],"domain_scores_gemma":[0.9993299,0.00005440888,0.00009557101,0.0003861086,0.00005103077,0.00008301734],"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":[0.000003725837,0.0001986435,0.02166204,0.000003026184,0.000009106148,1.231883e-7,0.0001276966,0.000004492652,0.9412392,0.03401367,0.00008820807,0.0026501],"study_design_scores_gemma":[0.001417489,0.00002708371,0.264876,0.000008939742,0.00001130275,0.00000149677,0.001024312,0.001202031,0.6857093,0.01178233,0.03324895,0.0006907915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750979,0.000004137135,0.001094592,0.000149278,0.0001018879,0.0002862661,0.00009955149,0.00004140704,0.02312497],"genre_scores_gemma":[0.9981682,0.00000119119,0.0004762784,0.00003242706,0.00008403336,0.00009021242,0.00004659898,0.00001218043,0.001088858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555299,"threshold_uncertainty_score":0.9974808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615334151445797,"score_gpt":0.2907765975633092,"score_spread":0.2746232560488512,"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."}}