{"id":"W2619316467","doi":"","title":"Computationally Efficient Simulation of Flexible Risers via Nonlinear Dynamic Substructures: Numerical and Experimental Validation","year":2016,"lang":"en","type":"article","venue":"The 26th International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Nonlinear system; Computer science; Model validation; Structural engineering; 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":[0.0003541006,0.0006124469,0.0007500541,0.0003885451,0.0006764124,0.0009425163,0.00119285,0.001315427,0.002029342],"category_scores_gemma":[0.001364823,0.0003871106,0.0005020263,0.0004787388,0.001070211,0.0007682735,0.0009166626,0.0007868307,0.00026714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000753066,"about_ca_system_score_gemma":0.0008651802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009599301,"about_ca_topic_score_gemma":0.005405923,"domain_scores_codex":[0.9997939,0.00003720543,0.00001164811,0.00002881807,0.00008387148,0.00004440528],"domain_scores_gemma":[0.9991791,0.0004300912,0.00007565675,0.0001352821,0.0001072971,0.00007253412],"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":[0.0001342446,0.0001129389,0.0009669168,0.00004608659,0.00001094652,0.0001027804,0.0000798808,0.9863493,0.008116571,0.0007568215,0.0001289786,0.003194549],"study_design_scores_gemma":[0.00002166198,0.00005700774,0.0003372762,0.000002917606,0.000002447717,0.000008784106,0.00001964892,0.997381,0.001945707,0.0001225871,0.00009434191,0.000006539782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589741,0.0001628466,0.03236848,0.0001884069,0.00005742526,0.0000976954,0.0002584387,0.0004147924,0.007477826],"genre_scores_gemma":[0.9920895,0.00005878781,0.006434232,0.00001478442,0.00000432257,0.00003625548,0.0001050477,0.00003104474,0.00122594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009599301,"threshold_uncertainty_score":0.01908684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006577234550438731,"score_gpt":0.2248000982735146,"score_spread":0.2182228637230759,"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."}}