{"id":"W2805909072","doi":"","title":"Validation of an Open-Source CFD Tool to Support Efficient Design of Offshore Gravity-Based Structures Exposed to Extreme Waves","year":2017,"lang":"en","type":"article","venue":"NPARC","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; National University of Singapore","keywords":"Submarine pipeline; Computational fluid dynamics; Open source; Marine engineering; Rogue wave; Computer science; Geology; Engineering; Aerospace engineering; Oceanography; Physics; Software","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001622026,0.001069271,0.0006176287,0.0007349643,0.0007231265,0.001045507,0.002176306,0.001295964,0.007131909],"category_scores_gemma":[0.00429522,0.0004416771,0.001053939,0.0003922992,0.0008190481,0.001017957,0.001402684,0.001271368,0.001637616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556735,"about_ca_system_score_gemma":0.002248436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006378207,"about_ca_topic_score_gemma":0.005479984,"domain_scores_codex":[0.9993333,0.00008080738,0.00006546864,0.00007335736,0.00034456,0.0001024951],"domain_scores_gemma":[0.9969292,0.001287118,0.0001329521,0.0005429871,0.0009332859,0.0001744829],"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":[0.0002337433,0.0005687591,0.01060258,0.0004683993,0.00006763751,0.0006072039,0.0002767539,0.8547191,0.03954936,0.006414756,0.01167511,0.07481664],"study_design_scores_gemma":[0.00009899336,0.0001211553,0.002054311,0.000080161,0.00001775647,0.0001204166,0.00006527873,0.9543617,0.02668925,0.001301405,0.0150297,0.00005994256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2875988,0.0002687013,0.6551612,0.0005391519,0.0007503061,0.0006074214,0.004824364,0.02674523,0.02350472],"genre_scores_gemma":[0.7171735,0.0002980512,0.2647024,0.0001742543,0.00004517439,0.0007350168,0.007990217,0.003075552,0.005805798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007131909,"threshold_uncertainty_score":0.02385861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407339373745316,"score_gpt":0.2558720583221086,"score_spread":0.215138120947577,"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."}}