{"id":"W2126843441","doi":"10.1109/nems.2011.6017558","title":"Accelerated surface plasmon resonance biosensing by surface acoustic waves microstreaming","year":2011,"lang":"en","type":"article","venue":"","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Surface plasmon resonance; Biosensor; Surface acoustic wave; Avidin; Acoustic wave; Surface wave; Microfluidics; Materials science; Resonance (particle physics); Substrate (aquarium); Piezoelectricity; Surface (topology); Acoustics; Chemistry; Biotin; Nanotechnology; Optics; Physics; Composite material","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":[0.0005826098,0.0006643903,0.0005970889,0.0002294301,0.0002372597,0.0006587749,0.0008066092,0.0007199185,0.001243335],"category_scores_gemma":[0.0006205619,0.000447296,0.0004143671,0.0001455557,0.0003911007,0.0008710855,0.0005642505,0.0008714296,0.001175578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003454185,"about_ca_system_score_gemma":0.0002277117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001883203,"about_ca_topic_score_gemma":0.0004079132,"domain_scores_codex":[0.9993145,0.00008743432,0.00004533386,0.0001933659,0.0002867739,0.0000724968],"domain_scores_gemma":[0.9995535,0.0001641788,0.0001026994,0.00006512616,0.00007990579,0.00003450344],"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":[0.00002521865,0.000020867,0.00004120055,0.00003522722,0.000003207277,0.00001844508,0.00002084325,0.0001415513,0.9948646,0.0002688882,0.0000565695,0.004503336],"study_design_scores_gemma":[0.000008173945,0.0001359456,0.0002634088,0.000001716109,0.000005189535,0.0001094017,0.000006959767,0.002046167,0.9944962,0.00005988682,0.002855918,0.00001106523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6286334,0.00249167,0.3587954,0.0008329174,0.0004763797,0.0005365243,0.0002123738,0.002282497,0.005738772],"genre_scores_gemma":[0.6477988,0.001130136,0.3391917,0.0004768525,0.0001796036,0.0004898709,0.0002388136,0.0001583432,0.01033584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001243335,"threshold_uncertainty_score":0.004159331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546358371131067,"score_gpt":0.1994306917546881,"score_spread":0.1739671080433774,"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."}}