{"id":"W4297894934","doi":"10.1364/ais.2022.jm2e.5","title":"Plasmonic Sensors for Pathogen Detection","year":2022,"lang":"en","type":"article","venue":"Optical Sensors and Sensing Congress 2022 (AIS, LACSEA, Sensors, ES)","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Raman scattering; Plasmon; Raman spectroscopy; Pathogen; Conjugated system; Nanotechnology; Materials science; Biosensor; Optoelectronics; Microbiology; Optics; Biology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006413969,0.0007195058,0.000867858,0.000367886,0.001237487,0.0002815202,0.000195635,0.0003749488,0.0002262256],"category_scores_gemma":[0.000304317,0.0007566622,0.000408564,0.0006569084,0.0003000722,0.0001966643,0.0001957585,0.001114083,0.00004152137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136777,"about_ca_system_score_gemma":0.00003116459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005834169,"about_ca_topic_score_gemma":0.00005753514,"domain_scores_codex":[0.9958186,0.0002673829,0.0008591094,0.001048305,0.0007493247,0.001257312],"domain_scores_gemma":[0.9978451,0.0007156456,0.0001491537,0.0005561654,0.0001980843,0.000535915],"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":[0.001507608,0.0003637265,0.0002218188,0.0008021167,0.001031815,0.0009585706,0.0008731006,0.1907559,0.6565176,0.004328503,0.005701926,0.1369373],"study_design_scores_gemma":[0.001788444,0.0005106931,0.0003618122,0.00005703686,0.0003136876,0.0007097287,0.001059796,0.8411956,0.07124354,0.0005007733,0.08084102,0.001417863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991845,0.0005938915,0.001422789,0.0005837645,0.002476134,0.0008256239,0.0003712469,0.0007971408,0.001084388],"genre_scores_gemma":[0.9952844,0.0003918946,0.001744896,0.0001667569,0.0005298005,0.00003254022,0.00008493822,0.0002185705,0.00154614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6504397,"threshold_uncertainty_score":0.9994884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008564569494084257,"score_gpt":0.2071948305309727,"score_spread":0.1986302610368884,"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."}}