{"id":"W1484125822","doi":"","title":"2D SIMPLIFIED SERVO VALVE","year":2003,"lang":"zh","type":"article","venue":"中国机械工程学报(英文版)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Stiffness; Leakage (economics); Damper; Control theory (sociology); Servo; Structural engineering; Engineering; Mechanical engineering; Computer science","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":[0.0001740166,0.0003022559,0.0004527239,0.0002420841,0.0001674773,0.0005380238,0.0006142635,0.0005829292,0.003655005],"category_scores_gemma":[0.0003387373,0.0002463136,0.0003336161,0.0001101754,0.0002644962,0.000511974,0.000560105,0.0003802246,0.0008259935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190813,"about_ca_system_score_gemma":0.0002962197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003848121,"about_ca_topic_score_gemma":0.0003928224,"domain_scores_codex":[0.999708,0.00002721371,0.00001720971,0.00004811063,0.0001722471,0.00002729944],"domain_scores_gemma":[0.999831,0.00003818192,0.00002332808,0.00004284475,0.00004128583,0.00002343048],"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":[0.0005401819,0.00008842042,0.00120547,0.0006081821,0.00002544452,0.0005824392,0.0001296962,0.03994958,0.8162103,0.01082826,0.003127656,0.1267042],"study_design_scores_gemma":[0.0003466217,0.002446598,0.006120373,0.0000640092,0.00006105338,0.003711693,0.00005447836,0.6515899,0.2199068,0.003468415,0.1120371,0.0001928668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2116363,0.001758185,0.7589739,0.0003909358,0.0005742324,0.0003182234,0.0006021673,0.003515428,0.02223064],"genre_scores_gemma":[0.836302,0.0006401722,0.1485369,0.0001161749,0.0001160229,0.0001846279,0.0004174787,0.00005659387,0.01362986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003655005,"threshold_uncertainty_score":0.01222724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802190657132916,"score_gpt":0.2269165803606762,"score_spread":0.208894673789347,"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."}}