{"id":"W2062343626","doi":"10.1016/j.apm.2011.02.013","title":"A Pseudo-rigid model for the inverse dynamics of an Euler beam","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Inverse dynamics; Control theory (sociology); Bounded function; Inverse; Mathematics; Inverse problem; Nonlinear system; Inversion (geology); Applied mathematics; Mathematical analysis; Computer science; Classical mechanics; Physics; Geometry","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":[0.0003262059,0.0001673175,0.0003047235,0.00002973796,0.00005019157,0.00001757018,0.0003029831,0.0001132546,0.00001473595],"category_scores_gemma":[0.000008086226,0.0001199501,0.0001079615,0.00005918678,0.00003351144,0.00005941364,0.00002807738,0.0001244684,0.00001334894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003617513,"about_ca_system_score_gemma":0.00001037517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006231161,"about_ca_topic_score_gemma":0.00001674249,"domain_scores_codex":[0.9990018,0.000004054335,0.0004078847,0.0001620445,0.0001618162,0.0002624286],"domain_scores_gemma":[0.9992657,0.000179581,0.0000546761,0.0003709049,0.00003610587,0.00009300964],"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":[0.00001492294,0.00004016104,5.267333e-8,0.0001026461,0.0000345482,1.383836e-7,0.0003208867,0.5909516,0.0003178235,0.4076254,0.000006747189,0.0005850903],"study_design_scores_gemma":[0.0002134785,0.00001441659,4.936794e-8,0.00001631063,0.00004768864,8.55343e-7,0.00008224944,0.682801,0.0001475771,0.3165697,0.000004103711,0.0001025976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02444942,0.00001489366,0.9698473,0.00001184121,0.00006159921,0.0005239439,0.00001498666,0.0001157794,0.004960193],"genre_scores_gemma":[0.8831379,0.000007952673,0.1165325,0.00002241891,0.00003263489,0.0001707549,0.000004547448,0.00005138007,0.00003984183],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8586885,"threshold_uncertainty_score":0.4891422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347758783613594,"score_gpt":0.2086777384386255,"score_spread":0.1752001506024896,"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."}}