{"id":"W2801580855","doi":"","title":"Transient Torsional Analysis of Polar Class Vessel Shafting Systems Using a Lumped Model and Finite Element Analysis","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Finite element method; Transient (computer programming); Class (philosophy); Transient analysis; Control theory (sociology); Engineering; Mathematics; Structural engineering; Mechanics; Computer science; Transient response; Physics; Electrical engineering; 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":[0.0002111013,0.0002374061,0.0003313598,0.0003606368,0.0002921642,0.0003752382,0.0003981677,0.0004660253,0.002385742],"category_scores_gemma":[0.0005770851,0.0002526148,0.0003142288,0.0002530162,0.000390659,0.0004056561,0.0002668737,0.0002337736,0.0002768539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004144354,"about_ca_system_score_gemma":0.0002929656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003982699,"about_ca_topic_score_gemma":0.003856519,"domain_scores_codex":[0.9999294,0.00001748024,0.000003596658,0.00001009832,0.00002798663,0.00001143514],"domain_scores_gemma":[0.9997937,0.000109777,0.00003048349,0.00001956182,0.00003832247,0.000008083755],"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":[0.0001107631,0.00003342123,0.00127622,0.00004762915,0.00001304499,0.00009246996,0.0001186905,0.9712253,0.0112299,0.001944951,0.0002007072,0.01370689],"study_design_scores_gemma":[0.000002866704,0.00002255091,0.0003763203,0.000002614169,0.000002593269,0.00001044068,0.00002048961,0.9980208,0.001239251,0.0001549785,0.0001443292,0.000002701969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6013641,0.0001903745,0.3824157,0.0001538849,0.0000272762,0.00005697196,0.0001256821,0.0006685517,0.0149975],"genre_scores_gemma":[0.9936513,0.00004114218,0.004588166,0.000005479887,0.000001950068,0.00001343671,0.00002926471,0.00001956533,0.001649842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003982699,"threshold_uncertainty_score":0.007981062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723320575343983,"score_gpt":0.2681956248385732,"score_spread":0.2409624190851334,"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."}}