{"id":"W4378965944","doi":"10.1109/jsen.2023.3279649","title":"Concept of a Crossed Czerny–Turner Spectrometer With an Integrated Automatic Sampling System for Biodetection Using Ultrastable Gold Nanoparticles","year":2023,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université Laval","funders":"","keywords":"Spectrometer; Colloidal gold; Nanoparticle; Materials science; Nanotechnology; Plasmon; Optoelectronics; Optics; 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":[0.001170882,0.0008688946,0.0007557948,0.001037661,0.0006432986,0.001167943,0.002348682,0.001333949,0.001467428],"category_scores_gemma":[0.0005493218,0.0007482372,0.0005713846,0.0006261178,0.0007156575,0.001191121,0.001150577,0.0008873474,0.000883899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441272,"about_ca_system_score_gemma":0.002439898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346831,"about_ca_topic_score_gemma":0.001631614,"domain_scores_codex":[0.998602,0.00009536342,0.00006806003,0.0004276722,0.0007232068,0.00008375903],"domain_scores_gemma":[0.9993962,0.0001282902,0.0001061249,0.000070037,0.0001846382,0.0001146605],"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":[0.00008066605,0.00005302163,0.0003340257,0.00009644862,0.00001774345,0.0000747496,0.00005812895,0.0004069037,0.9853165,0.003051388,0.0002497996,0.01026063],"study_design_scores_gemma":[0.00004940455,0.0003127879,0.001186299,0.00001831464,0.00003846904,0.0006434796,0.000037162,0.02257039,0.9621092,0.0007737686,0.01217434,0.00008644983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1534656,0.001718692,0.8346698,0.0004301306,0.0005140167,0.0008835155,0.0006275435,0.003225841,0.00446493],"genre_scores_gemma":[0.2642254,0.0008699095,0.7290715,0.0003652106,0.0001312873,0.0008394606,0.0005276502,0.0001227659,0.003846788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002348682,"threshold_uncertainty_score":0.01045722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04874165461412844,"score_gpt":0.2867873450940886,"score_spread":0.2380456904799602,"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."}}