{"id":"W2589840366","doi":"10.3390/act6010010","title":"Design, Implementation and Evaluation of a Pump-Controlled Circuit for Single Rod Actuators","year":2017,"lang":"en","type":"article","venue":"Actuators","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bandwidth throttling; Electronic circuit; Actuator; Compensation (psychology); Flow control valve; Check valve; Hydraulic circuit; Flow control (data); Engineering; Computer science; Control valves; Automotive engineering; Mechanical engineering; Control engineering; Control theory (sociology); Electrical engineering; Control (management)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001158452,0.0001247327,0.0002851044,0.0000677748,0.0001300955,0.00007401911,0.0001191984,0.00006379267,0.00005226267],"category_scores_gemma":[0.0001909704,0.000113433,0.00005651192,0.00002724403,0.00002530025,0.000228948,0.00001171611,0.00003046103,0.000004337514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000662727,"about_ca_system_score_gemma":0.00004237255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004696795,"about_ca_topic_score_gemma":0.00002335592,"domain_scores_codex":[0.9990835,0.00005199434,0.0003247442,0.0001249287,0.0002526213,0.0001622696],"domain_scores_gemma":[0.9991702,0.0001959248,0.0001938516,0.000288001,0.00009925523,0.00005276451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001011826,0.00006182819,0.00240949,0.0003783487,0.0007324468,8.534504e-7,0.008820942,0.00316323,0.02703968,0.0008840915,0.0009499845,0.9554579],"study_design_scores_gemma":[0.03748414,0.0006610888,0.0110339,0.0002852994,0.001605763,0.00002580775,0.005625764,0.7993578,0.1259688,0.01541605,0.001370275,0.001165279],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7342294,0.00009728959,0.2617744,0.00003038265,0.0003909324,0.001635805,0.000009157961,0.00005480932,0.001777742],"genre_scores_gemma":[0.9990775,0.00000887347,0.0005505934,0.000007608112,0.00006912401,0.0002420461,0.000008574024,0.00002475433,0.00001092235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9542927,"threshold_uncertainty_score":0.4625664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07700459458938978,"score_gpt":0.3173469234318446,"score_spread":0.2403423288424548,"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."}}