{"id":"W2084671140","doi":"10.1016/j.oceaneng.2014.06.004","title":"Wave pattern and resistance prediction for ships of full form","year":2014,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Ship Hydrodynamics and Maneuverability","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Stern; Hull; Streamlines, streaklines, and pathlines; Marine engineering; Boundary (topology); Field (mathematics); Free surface; Seakeeping; Domain (mathematical analysis); Surface (topology); Engineering; Mechanics; Mathematics; Mathematical analysis; Geometry; Aerospace 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":[0.0001964619,0.0004911888,0.0004754757,0.0003681124,0.0002461821,0.0004157356,0.0004480479,0.0006927457,0.001146729],"category_scores_gemma":[0.001210667,0.000432416,0.0005064843,0.0003082411,0.0002997661,0.000707463,0.0003470582,0.0005737189,0.0003131336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842569,"about_ca_system_score_gemma":0.0003970003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071379,"about_ca_topic_score_gemma":0.00721157,"domain_scores_codex":[0.9999284,0.00001395788,0.000003646019,0.00001905912,0.00001772633,0.00001718708],"domain_scores_gemma":[0.9995913,0.0002034764,0.00004301222,0.00005032255,0.00006568922,0.00004621963],"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":[0.0001153067,0.00006749634,0.00488895,0.00001213545,0.00001310812,0.00006667982,0.00002273924,0.9808081,0.002067778,0.0002337128,0.0003075274,0.01139647],"study_design_scores_gemma":[0.000002446795,0.000009921246,0.0009564287,3.13586e-7,7.068725e-7,0.000003351118,0.000002918363,0.9988402,0.00011915,0.00005253652,0.00001072234,0.000001314139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690536,0.00005355343,0.02877051,0.00008695466,0.00001648435,0.00001035583,0.0001752167,0.000226807,0.001606429],"genre_scores_gemma":[0.9952852,0.00002886182,0.003195451,0.000006891196,0.000006680903,0.00000661989,0.0001531446,0.00002510291,0.001292043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01071379,"threshold_uncertainty_score":0.02130288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006057278064021004,"score_gpt":0.1655534457779225,"score_spread":0.1594961677139015,"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."}}