{"id":"W2899227682","doi":"10.22146/ijeis.33855","title":"Development of A Pressure Sensing Module and Flow Control System For A Prototype Pump Test Bed","year":2018,"lang":"en","type":"article","venue":"IJEIS (Indonesian Journal of Electronics and Instrumentation Systems)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Centrifugal pump; Axial-flow pump; Pressure sensor; Engineering; Flow (mathematics); Hydraulic pump; Pressure measurement; Flow control (data); Variable displacement pump; Discharge pressure; Simulation; Mechanical engineering; Reciprocating pump; Mechanics; Impeller","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006772509,0.000164899,0.0004624522,0.000143183,0.0001264865,0.0000758674,0.00007288339,0.00008463272,0.000001445597],"category_scores_gemma":[0.00002289912,0.0001425853,0.00004613207,0.000103074,0.00003328827,0.0001698093,0.000006743095,0.00008850158,8.190594e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008748574,"about_ca_system_score_gemma":0.0001202372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004839132,"about_ca_topic_score_gemma":0.000008522218,"domain_scores_codex":[0.998446,0.00005262823,0.0009270586,0.0001167429,0.000226157,0.0002313948],"domain_scores_gemma":[0.9990317,0.00007400052,0.0004314762,0.00009415881,0.0002671547,0.0001015689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002593165,0.0003448706,0.02617504,0.04087091,0.00827091,0.00003347149,0.05940124,0.02149955,0.5214944,0.004733454,0.0007849623,0.313798],"study_design_scores_gemma":[0.006913006,0.001542855,0.0009135472,0.002144423,0.0002774788,0.001135762,0.003968729,0.9386042,0.03742627,0.0000298144,0.006617239,0.0004266336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8705181,0.001690128,0.1259173,0.00002676549,0.0004303697,0.001246343,0.00001871265,0.00002809666,0.0001241852],"genre_scores_gemma":[0.9966289,0.00002763149,0.003072991,0.000005034522,0.0001988095,0.000027396,0.000002743608,0.00002712421,0.000009340872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9171047,"threshold_uncertainty_score":0.5814461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008274012748373296,"score_gpt":0.2140413597247088,"score_spread":0.2057673469763355,"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."}}