{"id":"W2014592712","doi":"10.1115/imece2004-59522","title":"A Bypass Flow Control System to Improve the Transient Response of an Energy Efficient Hydraulic Pump-Motor System","year":2004,"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":"Overshoot (microwave communication); Transient (computer programming); Variable displacement pump; Control theory (sociology); Transient response; Hydraulic pump; Hydraulic motor; Hydraulic machinery; Steady state (chemistry); Axial piston pump; Flow (mathematics); Control system; Energy (signal processing); Engineering; Computer science; Mechanics; Control (management); Mechanical engineering; Physics; Electrical engineering; Chemistry","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":[0.0002052011,0.0003368126,0.0002884408,0.0003308957,0.0002435155,0.0003414291,0.0004014297,0.0001990155,0.003672415],"category_scores_gemma":[0.0004368553,0.0001368255,0.0001005944,0.0001154342,0.0001431674,0.0004381126,0.0002311564,0.00026533,0.000375481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144227,"about_ca_system_score_gemma":0.0003339992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050142,"about_ca_topic_score_gemma":0.001329081,"domain_scores_codex":[0.9999263,0.000008891241,0.000008025102,0.00001779878,0.00002716224,0.00001177128],"domain_scores_gemma":[0.9997478,0.00009188533,0.00003088632,0.00002163603,0.00008683671,0.00002096564],"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":[0.0003841751,0.0001210284,0.0006223191,0.0002459288,0.00001849503,0.00007810933,0.00009471585,0.007850561,0.871253,0.002069221,0.001167559,0.116095],"study_design_scores_gemma":[0.0002609818,0.002217452,0.005287176,0.00003570324,0.0001277063,0.000386287,0.00004198225,0.2566074,0.695154,0.001012239,0.0387843,0.00008482872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3411024,0.0005136628,0.6484907,0.0001827512,0.0002194194,0.0002416877,0.0001277193,0.005306188,0.003815498],"genre_scores_gemma":[0.9368188,0.0001654945,0.05848453,0.00006095994,0.00004205517,0.00008433945,0.0001061198,0.00008594075,0.004151646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003672415,"threshold_uncertainty_score":0.01228547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003941406410295261,"score_gpt":0.1811403333211434,"score_spread":0.1771989269108482,"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."}}