{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006122426,0.0007432597,0.000427984,0.0006163897,0.0003699266,0.0006816647,0.0008829091,0.001096518,0.002777455],"category_scores_gemma":[0.0006219118,0.0005078103,0.0004057844,0.0004018733,0.0004381646,0.0006822125,0.0006108764,0.001281279,0.002296675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005671443,"about_ca_system_score_gemma":0.0003960097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003642232,"about_ca_topic_score_gemma":0.0006030414,"domain_scores_codex":[0.9989067,0.0002024966,0.00003971512,0.0001827779,0.0005507846,0.0001174655],"domain_scores_gemma":[0.9997978,0.00004119224,0.0000279114,0.00002526429,0.00008958188,0.0000182955],"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":[0.00005129112,0.00006091476,0.0001641981,0.0003545895,0.00001768278,0.00008146703,0.00005238052,0.0005641913,0.9556745,0.004565648,0.004232866,0.03418033],"study_design_scores_gemma":[0.00002281723,0.0004008784,0.0006100285,0.00008495847,0.00002996595,0.0006650085,0.00006658928,0.008606789,0.8924673,0.00248752,0.0945179,0.00004022968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1272141,0.09073168,0.6873944,0.007560256,0.002861747,0.0007708031,0.001725051,0.006327536,0.07541431],"genre_scores_gemma":[0.5316548,0.03768722,0.3782924,0.004528096,0.0006724184,0.0004558469,0.001653809,0.0001860609,0.0448694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002777455,"threshold_uncertainty_score":0.00929153,"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."}}