{"id":"W3047064154","doi":"10.1177/0036850420938555","title":"Numerical calculation for coupling vibration system by Piecewise-Laplace method","year":2020,"lang":"en","type":"article","venue":"Science Progress","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"National Natural Science Foundation of China","keywords":"Laplace transform; Piecewise; Computation; Transformation (genetics); Mathematics; Applied mathematics; Time domain; Numerical analysis; Laplace transform applied to differential equations; Laplace's equation; Mathematical optimization; Algorithm; Control theory (sociology); Mathematical analysis; Computer science; Partial differential equation; Artificial intelligence","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":[0.0003568854,0.0003506035,0.0003347991,0.0004668517,0.0003910754,0.0004420351,0.0006619804,0.0005216634,0.004580982],"category_scores_gemma":[0.001009273,0.0002262859,0.0004328,0.0004169986,0.0003505096,0.0007524485,0.0005119286,0.0006367202,0.0006945712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002899922,"about_ca_system_score_gemma":0.0006006426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637806,"about_ca_topic_score_gemma":0.001468508,"domain_scores_codex":[0.9998005,0.00004068047,0.00001189366,0.00002805056,0.00009958322,0.00001922966],"domain_scores_gemma":[0.999698,0.000113337,0.00002876492,0.00002774494,0.0001185738,0.00001360195],"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":[0.0001189511,0.00005767316,0.002309503,0.0005953777,0.0000357696,0.0004475609,0.0005344928,0.7056891,0.05359178,0.06716956,0.003011245,0.166439],"study_design_scores_gemma":[0.00000932744,0.00002236052,0.0001251813,0.00001028401,0.000005029963,0.00006354914,0.0000283202,0.9919457,0.002657018,0.002853922,0.002273597,0.000005791169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008207639,0.0001462121,0.9880373,0.00005759779,0.00003432424,0.00002307886,0.00002135684,0.0002913481,0.003181107],"genre_scores_gemma":[0.5626032,0.0008355588,0.4263768,0.00007324701,0.00006946413,0.0001735054,0.0001217796,0.0002244494,0.009522014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004580982,"threshold_uncertainty_score":0.01532489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769020628516009,"score_gpt":0.2801369471432389,"score_spread":0.2624467408580788,"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."}}