{"id":"W2535728797","doi":"10.1115/omae2016-54542","title":"Analysis of Variance to Determine the Effect of Hull Form Parameters on Resistance and Seakeeping Performance for PSV Hulls","year":2016,"lang":"en","type":"article","venue":"","topic":"Ship Hydrodynamics and Maneuverability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Hull; Seakeeping; Marine engineering; Convex hull; Computational fluid dynamics; Engineering; Towing; Structural engineering; Simulation; Mathematics; Geometry","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":[0.0004040814,0.0001017376,0.0002781999,0.00008806478,0.00002706382,0.000005916258,0.0001166723,0.00003175168,0.000005354557],"category_scores_gemma":[0.0001066989,0.00005606738,0.00008824711,0.0002427975,0.00003584604,0.00005504001,0.00001832489,0.00002860589,4.807114e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003237643,"about_ca_system_score_gemma":0.000002750086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014532,"about_ca_topic_score_gemma":0.0002060962,"domain_scores_codex":[0.9993876,0.00001568948,0.0002094554,0.0001494703,0.00008809515,0.0001497336],"domain_scores_gemma":[0.9987019,0.0008685574,0.00004125955,0.0003272003,0.00002652938,0.00003450035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002882934,0.000105483,0.1914147,0.005183014,0.004300521,0.000002170118,0.001867502,0.2988228,0.1777678,0.004679734,0.0005024631,0.3124708],"study_design_scores_gemma":[0.001251411,0.001040539,0.1579147,0.0002648594,0.0006727169,5.857802e-7,0.00001673692,0.6479321,0.1898,0.0002225948,0.0005072159,0.0003764521],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807087,0.0000193646,0.01825267,0.00008327397,0.0000515529,0.0003322792,0.0000265736,0.00002343485,0.0005021347],"genre_scores_gemma":[0.9988748,0.00002231845,0.0009173841,0.00002476397,0.000005939567,0.0000443974,0.000001054026,0.00001001469,0.00009925607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3491093,"threshold_uncertainty_score":0.2286361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007783403601707071,"score_gpt":0.2170866901202257,"score_spread":0.2093032865185186,"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."}}