{"id":"W2321334902","doi":"10.1021/ac101654f","title":"Flow-Through vs Flow-Over: Analysis of Transport and Binding in Nanohole Array Plasmonic Biosensors","year":2010,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Surface plasmon resonance; Biosensor; Analyte; Flow (mathematics); Chemistry; Volumetric flow rate; Nanotechnology; Plasmon; Biomolecule; Analytical Chemistry (journal); Materials science; Optoelectronics; Nanoparticle; Mechanics; Physics; Chromatography","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":[0.0006398039,0.000621689,0.000607655,0.0006211054,0.0003776347,0.0007933518,0.0006525356,0.0009963333,0.0009801619],"category_scores_gemma":[0.001343942,0.0003024202,0.0005602732,0.0005486395,0.0005754519,0.001036302,0.0003651798,0.0006217613,0.0003135022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153207,"about_ca_system_score_gemma":0.0009005329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005426423,"about_ca_topic_score_gemma":0.002528677,"domain_scores_codex":[0.9996514,0.00003122525,0.000017478,0.00006418656,0.0001547216,0.00008101416],"domain_scores_gemma":[0.999481,0.0002792387,0.00008937331,0.00002819601,0.00009611785,0.00002605894],"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":[0.0001996975,0.0004561256,0.002252803,0.0002125068,0.00003433292,0.0001690165,0.0002682001,0.03738381,0.9421393,0.003392569,0.0002882926,0.01320332],"study_design_scores_gemma":[0.0000165626,0.0003419408,0.002034745,0.000014654,0.00001871475,0.0000474834,0.00009227477,0.4352968,0.5595906,0.001085039,0.001425163,0.00003612016],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334551,0.0006843342,0.06199714,0.0001687878,0.00004049532,0.0002108042,0.0004811817,0.0006718254,0.00229033],"genre_scores_gemma":[0.9662759,0.001169052,0.02911801,0.0001443329,0.0000113619,0.0002567879,0.0004252811,0.0001103903,0.002488806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005426423,"threshold_uncertainty_score":0.01078969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00939193400377274,"score_gpt":0.2422867978789581,"score_spread":0.2328948638751853,"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."}}