{"id":"W2058022435","doi":"10.1115/omae2006-92027","title":"Design and Optimization of an Ice Class Propeller Under Shallow Water, Semi-Tunnel Hull and Heavy Load Conditions","year":2006,"lang":"en","type":"article","venue":"","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; National Research Council Canada","funders":"","keywords":"Hull; Propeller; Wake; Water tunnel; Inflow; Marine engineering; Rake; Open water; Waves and shallow water; Cavitation; Engineering; Structural engineering; Geology; Acoustics; Meteorology; Mechanical engineering; Aerospace engineering; Vortex; 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":[0.0004447679,0.0005323731,0.0005002078,0.0004814078,0.000463933,0.0005585723,0.000441206,0.0006446448,0.001521099],"category_scores_gemma":[0.000648677,0.0003934971,0.000385212,0.0002748241,0.0003039977,0.00018448,0.0002480936,0.0003480109,0.0002747073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004840038,"about_ca_system_score_gemma":0.00103942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198624,"about_ca_topic_score_gemma":0.003410364,"domain_scores_codex":[0.9998823,0.00001528153,0.000005019471,0.0000175751,0.00004787377,0.00003185066],"domain_scores_gemma":[0.9997551,0.00008770944,0.00003395233,0.00001305147,0.00008832167,0.00002190762],"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":[0.0003216312,0.0001529875,0.002624122,0.0003348268,0.00004216977,0.0003048162,0.000119928,0.8786179,0.07280342,0.001183923,0.0005295666,0.04296473],"study_design_scores_gemma":[0.0001523657,0.001348414,0.006477153,0.00001621025,0.00005378271,0.0000885853,0.0001272314,0.9605635,0.02806911,0.0003845069,0.002683075,0.0000360634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6937693,0.0002129199,0.2933641,0.0001111331,0.0000332631,0.0005655077,0.000326992,0.000544894,0.01107184],"genre_scores_gemma":[0.939669,0.0001359792,0.05719507,0.00001464156,0.000007258223,0.0003539681,0.0001816114,0.00005962609,0.002382801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003198624,"threshold_uncertainty_score":0.006359994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094579942717838,"score_gpt":0.2067433012174345,"score_spread":0.1957975017902561,"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."}}