{"id":"W4391760033","doi":"10.2316/j.2024.201-0403","title":"SIMULATION OF FLOW CHARACTERISTICS OF TOTAL POWER CONTROL HYDRAULIC PUMP FOR SMALL EXCAVATOR, 147-155. SI","year":2024,"lang":"en","type":"article","venue":"Mechatronic systems and control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Excavator; Power flow; Control theory (sociology); Power (physics); Flow (mathematics); Environmental science; Computer science; Control (management); Mechanics; Engineering; Physics; Electric power system; Mechanical engineering; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001661056,0.0003156189,0.0003413056,0.0003758402,0.0003907992,0.0004289277,0.0005035388,0.0007894683,0.01264816],"category_scores_gemma":[0.0005471652,0.0002252077,0.0003134392,0.0002179098,0.0003128153,0.0004515889,0.000263216,0.0003204504,0.0005446868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431225,"about_ca_system_score_gemma":0.0005684659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01159,"about_ca_topic_score_gemma":0.007487466,"domain_scores_codex":[0.9999317,0.00001204244,0.00000342912,0.00001179278,0.00002501939,0.00001595718],"domain_scores_gemma":[0.9997125,0.0001648321,0.00001597439,0.00001833177,0.00006573647,0.000022473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002616644,0.0001035648,0.003582124,0.0001162018,0.00001470987,0.0001901316,0.0001067843,0.9753656,0.006853031,0.00172516,0.002163798,0.009517277],"study_design_scores_gemma":[0.00001638003,0.00006239822,0.001000007,0.00000444812,0.000004202221,0.00001372445,0.0000299015,0.9957848,0.002211566,0.0002026747,0.0006648977,0.000004940973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.863776,0.000227772,0.07626547,0.0004180998,0.0001611672,0.0001251866,0.002522505,0.002551349,0.05395241],"genre_scores_gemma":[0.9916967,0.00003666657,0.002370078,0.00001036568,0.000002568632,0.00003434927,0.0002751433,0.00004965848,0.005524436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264816,"threshold_uncertainty_score":0.04231232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007912142943919294,"score_gpt":0.2037438531643177,"score_spread":0.1958317102203984,"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."}}