{"id":"W3212047096","doi":"10.1115/imece2000-1984","title":"An Investigation Into the Characteristics of a “2D” Flow Control Valve","year":2000,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Control theory (sociology); Electrohydraulic servo valve; Volumetric flow rate; Stiffness; Hydrostatic equilibrium; Leakage (economics); Flow control valve; Bernoulli's principle; Mechanics; Engineering; Flow (mathematics); Control valves; Mechanical engineering; Computer science; Structural engineering; Physics","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":[0.0004445823,0.0001777019,0.000217041,0.0004051607,0.0002424087,0.000426553,0.0002553906,0.0004633181,0.0009341816],"category_scores_gemma":[0.001447627,0.0001845632,0.0001531956,0.0001765306,0.0003903829,0.0004242781,0.0001788696,0.0002046005,0.0001422465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167792,"about_ca_system_score_gemma":0.0001931662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004968044,"about_ca_topic_score_gemma":0.0002400665,"domain_scores_codex":[0.9997258,0.00005660756,0.00001392888,0.00004757075,0.0001219326,0.00003420281],"domain_scores_gemma":[0.9986728,0.0008064327,0.0001363245,0.0000906455,0.0002494158,0.00004438316],"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":[0.0008290599,0.0001557954,0.008365514,0.000210683,0.00001902969,0.000588219,0.0004230883,0.05223003,0.8721528,0.002332249,0.0004392231,0.06225429],"study_design_scores_gemma":[0.00006983575,0.002071966,0.01749157,0.00002227405,0.00002087379,0.0011017,0.0001336603,0.6591941,0.3150022,0.0007138065,0.00408793,0.00009016757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321344,0.0003798803,0.06427923,0.0000951121,0.00003614196,0.00004256387,0.00006685408,0.0002624825,0.002703255],"genre_scores_gemma":[0.9970925,0.00003278846,0.002522446,0.000008894735,0.000004086527,0.000008132719,0.00002008967,0.000005728214,0.0003053495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009341816,"threshold_uncertainty_score":0.003125131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005980252555944909,"score_gpt":0.1940590420943754,"score_spread":0.1880787895384305,"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."}}