{"id":"W4403286590","doi":"10.1016/j.jsv.2024.118771","title":"Shape considerations for the design of propellers with trailing edge serrations","year":2024,"lang":"en","type":"article","venue":"Journal of Sound and Vibration","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Alliance de recherche numérique du Canada; Université de Sherbrooke","keywords":"Trailing edge; Enhanced Data Rates for GSM Evolution; Marine engineering; Structural engineering; Engineering; Aerospace engineering; Acoustics; Mathematics; Physics; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0005409332,0.000676398,0.0004112304,0.0003652488,0.0002438584,0.0006970446,0.0006427213,0.0005804481,0.0009004926],"category_scores_gemma":[0.001493831,0.0003051842,0.0006581393,0.0001669024,0.0004129022,0.0003675342,0.000373659,0.0004578483,0.000348641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123708,"about_ca_system_score_gemma":0.0005467927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006691024,"about_ca_topic_score_gemma":0.001368683,"domain_scores_codex":[0.9997177,0.00005549448,0.00001182463,0.00002742742,0.0001645695,0.00002306596],"domain_scores_gemma":[0.9995061,0.0001626187,0.0001005704,0.00007041341,0.0001315461,0.0000287984],"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":[0.0001893235,0.00008482402,0.003042367,0.0003114794,0.0000277783,0.0005551866,0.0001946177,0.7681674,0.1378225,0.005271351,0.0004421431,0.08389106],"study_design_scores_gemma":[0.00001897215,0.0003450785,0.001612496,0.00002776296,0.00002448919,0.0002836985,0.00006725334,0.9739257,0.01998686,0.001053659,0.002628297,0.00002575792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1789557,0.0005444976,0.813136,0.0001458251,0.00005878992,0.0001222421,0.00006510902,0.0004354198,0.006536361],"genre_scores_gemma":[0.8873569,0.0002807442,0.1106544,0.00003382824,0.00001616508,0.00005354118,0.00005962615,0.00008480794,0.00145988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009004926,"threshold_uncertainty_score":0.003012478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373772619851089,"score_gpt":0.240629598118721,"score_spread":0.2068918719202101,"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."}}