{"id":"W2522981703","doi":"10.1155/2016/4608328","title":"Vibration Analysis and Experimental Research of the Linear-Motor-Driven Water Piston Pump Used in the Naval Ship","year":2016,"lang":"en","type":"article","venue":"Shock and Vibration","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Beijing Municipal Natural Science Foundation; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Piston (optics); Piston pump; Vibration; Axial piston pump; Modal analysis; Engineering; Linear motor; Harmonic; Acoustics; Damper; Control theory (sociology); Mechanical engineering; Structural engineering; Variable displacement pump; Physics; Hydraulic pump; Computer science; Control (management)","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":[0.0003294503,0.0002690343,0.0002070622,0.000357213,0.0003150738,0.00014429,0.0003177871,0.0003789844,0.001705107],"category_scores_gemma":[0.0005001232,0.0001789179,0.0002780551,0.0002463773,0.0004321486,0.0003501768,0.0002323716,0.0002002869,0.0001580367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582997,"about_ca_system_score_gemma":0.0001860854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008033178,"about_ca_topic_score_gemma":0.0006800418,"domain_scores_codex":[0.9997571,0.00003101009,0.00001631255,0.00004488552,0.0001187298,0.00003193124],"domain_scores_gemma":[0.9997368,0.00008639565,0.00002796376,0.00003226741,0.00009699302,0.00001951191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006748319,0.0001715526,0.006632707,0.0002778053,0.00002476004,0.0002811727,0.0004390369,0.008205185,0.9499955,0.0006354086,0.0003559463,0.032306],"study_design_scores_gemma":[0.0001513138,0.00411637,0.1095058,0.00005167232,0.00009792673,0.0005203407,0.0009199576,0.1560957,0.723793,0.0006198411,0.00403072,0.00009737097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825677,0.0001012109,0.0159024,0.0000522496,0.000018579,0.0000287436,0.00008075246,0.00009118568,0.00115716],"genre_scores_gemma":[0.9965172,0.00005288229,0.00272556,0.000009467511,0.000002898248,0.00001546255,0.000049918,0.000004780882,0.0006218936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001705107,"threshold_uncertainty_score":0.005704165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749757737017902,"score_gpt":0.2961555080195591,"score_spread":0.2586579306493801,"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."}}