{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001024416,0.0002937188,0.0002504563,0.00004493035,0.0001155292,0.00005579718,0.000210659,0.000254825,0.00006084486],"category_scores_gemma":[0.00003007471,0.0002648287,0.00004577115,0.000303163,0.0001343898,0.0001389956,0.00008235641,0.0002376292,0.00008778479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006616945,"about_ca_system_score_gemma":0.00001349558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001989352,"about_ca_topic_score_gemma":0.00001991968,"domain_scores_codex":[0.99879,0.00001654571,0.0002737147,0.0003087702,0.0001107372,0.0005002829],"domain_scores_gemma":[0.999456,0.00005227064,0.00003624273,0.000345966,0.00005066189,0.00005886686],"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":[0.000009376006,0.00001792939,0.0005660002,0.0000227933,0.00001756706,0.00001784522,0.0001561122,0.0001314363,0.945393,0.00001269779,0.05113521,0.002519982],"study_design_scores_gemma":[0.0001809117,0.00002715992,0.00043411,0.00006151028,0.00001375387,0.00001807576,0.0003683191,0.00840778,0.9866488,0.00002873302,0.003445442,0.0003654188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854723,0.00579909,0.002597858,0.00004239589,0.0002592225,0.0001242044,0.00002786666,0.002534807,0.003142293],"genre_scores_gemma":[0.9842024,0.001967275,0.01271258,0.00003749414,0.00001146572,3.161936e-7,0.00001421947,0.00005608829,0.000998146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04768977,"threshold_uncertainty_score":0.9999804,"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."}}