{"id":"W3008726414","doi":"","title":"A Dynamic Substructuring Approach to Improved Global Structural Dynamic and Stress Analysis of Topside/Hull Systems","year":2016,"lang":"en","type":"article","venue":"","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Hull; Dynamic stress; Stress (linguistics); Structural engineering; Finite element method; Computer science; Engineering; Marine engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006757428,0.0002123121,0.0004714984,0.0002467697,0.00003940003,0.00005290534,0.0001641463,0.00008795995,0.00003964615],"category_scores_gemma":[0.00001407109,0.0001461628,0.0001382775,0.0008559312,0.00003845257,0.0001536669,0.00005170759,0.0000448073,0.000002180999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755211,"about_ca_system_score_gemma":0.00001036943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001949902,"about_ca_topic_score_gemma":0.001112262,"domain_scores_codex":[0.9988447,0.00002395683,0.000403106,0.0003014757,0.000172281,0.0002544948],"domain_scores_gemma":[0.9993776,0.00002718429,0.00006066458,0.0003312407,0.00005513749,0.0001481431],"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":[0.00003174951,0.00001631724,0.03615393,0.0002621444,0.003661908,0.000002102249,0.0003191053,0.9296143,0.01625254,0.003249171,0.00001317702,0.01042357],"study_design_scores_gemma":[0.0002310987,0.00001067214,0.06760572,0.00001297397,0.0004239893,0.000003970373,0.0003015316,0.9310709,0.00008382594,0.00005608347,0.000002387386,0.0001968307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6667377,0.0001057342,0.3315187,0.00001617491,0.00007833934,0.0001262888,0.0002239073,0.0001295801,0.001063622],"genre_scores_gemma":[0.996377,0.00001800766,0.003305656,0.000008549217,0.000007122815,0.00001112437,0.0000469047,0.00001596212,0.0002096725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3296393,"threshold_uncertainty_score":0.5960344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003503902522231981,"score_gpt":0.2025602455344406,"score_spread":0.1990563430122086,"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."}}