{"id":"W4321770579","doi":"10.1109/jsen.2023.3245599","title":"A Long-Period Waveguide Grating Sensor for Accurate Simultaneous Detection of Dual Analytes","year":2023,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Science and Engineering Research Board","keywords":"Biosensor; Grating; Analyte; Sensitivity (control systems); Waveguide; Refractive index; Materials science; Optics; Optoelectronics; Analytical Chemistry (journal); Physics; Chemistry; Nanotechnology; Electronic engineering; Chromatography; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002755033,0.0001589962,0.0002556094,0.0001749865,0.0001432962,0.0000692539,0.00008372425,0.00009163953,0.00001970252],"category_scores_gemma":[0.0003306989,0.0001404275,0.0001617874,0.0003232437,0.00003641091,0.0001230687,0.000008746568,0.0002513843,0.00002479275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004955068,"about_ca_system_score_gemma":0.00001978389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004526284,"about_ca_topic_score_gemma":0.00002817708,"domain_scores_codex":[0.998835,0.0000292204,0.0004414661,0.0001243205,0.000201769,0.0003682788],"domain_scores_gemma":[0.9991091,0.0004075967,0.0000989133,0.0001064885,0.0001521347,0.0001257019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004574245,0.00001069012,0.00004117341,0.0001084284,0.0001468541,0.0002469108,0.0004306351,0.6404113,0.3541165,0.000008767835,0.0001208205,0.004312235],"study_design_scores_gemma":[0.0003367744,0.00008175497,0.0002147494,0.00005131826,0.00004505996,0.0004247488,0.0003626206,0.82679,0.1710649,0.00007626689,0.0003984833,0.0001533337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911041,0.00009662728,0.007260938,0.00004353144,0.0007878792,0.0001284036,0.00003212185,0.0001863434,0.0003601155],"genre_scores_gemma":[0.9984744,0.00011109,0.0007816777,0.00001266916,0.0003498748,0.000003931343,0.000002600404,0.00003839034,0.0002253472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1863787,"threshold_uncertainty_score":0.5726465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777234484385064,"score_gpt":0.2612111152506215,"score_spread":0.2434387704067708,"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."}}