{"id":"W3113810463","doi":"10.1115/omae2020-18525","title":"Validation of Predictions of Wire Stress of Flexible Pipe With Damaged Tensile Armor Wires Under Combined Tension and Bending","year":2020,"lang":"en","type":"article","venue":"","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Structural engineering; Finite element method; Bending; Tension (geology); Nonlinear system; Materials science; Armour; Axial symmetry; Stress (linguistics); Ultimate tensile strength; Tensile testing; Dynamic Tension; Composite material; Mechanics; Engineering; Physics","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":[0.0004859792,0.0005459858,0.0003978281,0.0004336286,0.0002469558,0.0003753167,0.0009408731,0.0007192402,0.001464591],"category_scores_gemma":[0.001450056,0.0002907878,0.0004283311,0.0002459471,0.0007576509,0.0004275624,0.0005425644,0.0002856225,0.0002961649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005818087,"about_ca_system_score_gemma":0.0004762504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006584655,"about_ca_topic_score_gemma":0.005783739,"domain_scores_codex":[0.9997219,0.00004912285,0.00001610503,0.0000534686,0.0001166994,0.00004265923],"domain_scores_gemma":[0.9993926,0.0002172805,0.00008634013,0.0001384136,0.0001302611,0.0000350611],"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":[0.000172075,0.00006386016,0.009165772,0.00004440159,0.00001750551,0.0002435742,0.0001013203,0.9380655,0.04436772,0.000261778,0.0001139938,0.007382552],"study_design_scores_gemma":[0.000006917458,0.0001653593,0.003696335,0.000005605065,0.000003830481,0.00002445688,0.0000419007,0.9828031,0.01306179,0.00007181698,0.0001103572,0.000008582118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846308,0.00003138053,0.01334788,0.00002914557,0.000006169125,0.00001900246,0.0001622106,0.0002311265,0.001542267],"genre_scores_gemma":[0.9980058,0.00001313057,0.001537818,0.000003167024,6.784765e-7,0.00001119838,0.00007641852,0.0000149853,0.0003368637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006584655,"threshold_uncertainty_score":0.01309264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124180755824485,"score_gpt":0.2117452469232577,"score_spread":0.1905034393650129,"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."}}