{"id":"W2001432886","doi":"10.1063/1.3497302","title":"Integrated microfluidic probe station","year":2010,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University and Génome Québec Innovation Centre; McGill University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"Microscope; Materials science; Substrate (aquarium); Microfluidics; Inverted microscope; Optics; Scanning electron microscope; Optical microscope; Nanotechnology; Composite material; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003432256,0.0001090835,0.0001713869,0.00008828749,0.00008283323,0.00003214182,0.0002211073,0.00004272555,0.0005023403],"category_scores_gemma":[0.00002046653,0.00009574973,0.00005831397,0.0005669806,0.0001114995,0.00009656051,0.00001826364,0.0001480831,0.0001454958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002771882,"about_ca_system_score_gemma":0.00005826827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004397048,"about_ca_topic_score_gemma":9.20816e-7,"domain_scores_codex":[0.9990836,0.00001430034,0.0003497663,0.0001757075,0.0001988468,0.0001777435],"domain_scores_gemma":[0.9994057,0.000005535709,0.00006001078,0.0003456339,0.0001259565,0.00005716087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[4.451756e-7,0.0000169357,0.0000578026,0.001040165,0.00001032999,9.63541e-8,0.00001569862,1.12878e-8,0.8331104,0.0006643042,0.087242,0.07784185],"study_design_scores_gemma":[0.00007366432,0.000006707948,0.0002060324,0.000616619,0.00001833745,0.0000047347,0.000006558676,0.00005491015,0.4868753,0.0001309557,0.5119162,0.00008994434],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063169,0.08990298,0.000284389,0.00005591402,0.0007585712,0.0005319369,0.00005581489,0.00009441567,0.001999115],"genre_scores_gemma":[0.5268716,0.4716063,0.0006272257,0.00007628171,0.00002407123,0.00006880731,0.0003167765,0.00002305388,0.0003858676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4246742,"threshold_uncertainty_score":0.5500273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00856106915708531,"score_gpt":0.2281761083471904,"score_spread":0.2196150391901051,"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."}}