{"id":"W1558755775","doi":"","title":"Dynamic behavior of micro structure in micro fluidic channel","year":2009,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Multiphysics; Cantilever; Fluidics; Finite element method; Fluid–structure interaction; Fluid dynamics; Materials science; Mechanics; Microelectromechanical systems; Mechanical engineering; Acoustics; Fluid mechanics; Structural engineering; Engineering; Nanotechnology; Physics; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00009645348,0.0001209939,0.0001304358,0.0001324238,0.0001835067,0.0002307532,0.0001960856,0.0003279111,0.001091325],"category_scores_gemma":[0.0002624632,0.0001466837,0.0001152252,0.00007090051,0.0002894894,0.0003405962,0.0001377798,0.000141888,0.0001589683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988914,"about_ca_system_score_gemma":0.0002105512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000573445,"about_ca_topic_score_gemma":0.0005768412,"domain_scores_codex":[0.9999088,0.000005057101,0.000001902049,0.000020321,0.00004701662,0.00001690055],"domain_scores_gemma":[0.9998924,0.00004322109,0.00001597754,0.000009556768,0.00002782583,0.00001111743],"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":[0.00006222112,0.0000340605,0.00145709,0.00003649115,0.000006770041,0.0002257936,0.0002060917,0.0352391,0.9518602,0.002556454,0.0001701439,0.008145586],"study_design_scores_gemma":[0.00001626796,0.0001924262,0.007173219,0.00001287641,0.00001125907,0.0002807536,0.0001475076,0.5364141,0.4511555,0.001087701,0.00347525,0.00003314504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511354,0.0002617849,0.04466387,0.0001166774,0.00002700996,0.00001550756,0.00004903678,0.0001474007,0.003583296],"genre_scores_gemma":[0.9940124,0.00007146176,0.0044811,0.00001303035,0.000002672768,0.00001209483,0.00002233947,0.000006972542,0.001377922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001091325,"threshold_uncertainty_score":0.003650844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003731629534272528,"score_gpt":0.1893211728238177,"score_spread":0.1855895432895452,"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."}}