{"id":"W2891789822","doi":"10.1016/j.bios.2018.09.009","title":"Fluorescence Interference Contrast-enabled structures improve the microarrays performance","year":2018,"lang":"en","type":"article","venue":"Biosensors and Bioelectronics","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Seventh Framework Programme; Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Fluorophore; Materials science; Fluorescence; Nanotechnology; Optoelectronics; Interference (communication); Silicon; SIGNAL (programming language); Nanometre; Optics; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00040333,0.0008786283,0.0005421679,0.0002529019,0.0003045526,0.001152932,0.0008440848,0.001374196,0.003219272],"category_scores_gemma":[0.000986494,0.0005308882,0.0003469485,0.0002422393,0.0003394963,0.001122779,0.0004695932,0.00108985,0.002266125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006833174,"about_ca_system_score_gemma":0.0003739435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003883342,"about_ca_topic_score_gemma":0.001350204,"domain_scores_codex":[0.9995517,0.00004874562,0.00002077971,0.0001183188,0.0001544819,0.0001060304],"domain_scores_gemma":[0.9994532,0.0002752366,0.00006500749,0.00005612356,0.0001106207,0.00003981309],"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":[0.0000297257,0.00001585603,0.00005518183,0.00003637522,0.00000510137,0.00002970456,0.0000147888,0.0001378017,0.9972816,0.0003941703,0.000171549,0.001828145],"study_design_scores_gemma":[0.00000568918,0.00002257971,0.0002232273,0.000002182574,0.000006328758,0.00003361753,0.000005510505,0.001269178,0.9971032,0.0000742008,0.001250269,0.000004046826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8353749,0.005047205,0.1289693,0.002254152,0.0005956141,0.0001540768,0.0006297698,0.002448769,0.02452634],"genre_scores_gemma":[0.9134597,0.001973127,0.07013769,0.001096055,0.0001280526,0.0001593415,0.0005586676,0.0003271917,0.01216019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003219272,"threshold_uncertainty_score":0.01076955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005764256234990626,"score_gpt":0.2002316381702882,"score_spread":0.1944673819352975,"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."}}