{"id":"W4206561090","doi":"10.2514/6.2022-1966","title":"Experimental Characterization of Leading Edge Tubercles on Rotor Blades","year":2022,"lang":"en","type":"article","venue":"AIAA SCITECH 2022 Forum","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Thrust; Rotor (electric); Noise reduction; Wake; Acoustics; Reduction (mathematics); Blade (archaeology); Structural engineering; Noise (video); Sound power; Physics; Engineering; Mechanics; Geometry; Computer science; Mathematics; Aerospace engineering; Mechanical engineering; Sound (geography)","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":[0.0004760163,0.0003193829,0.0003157308,0.0002567916,0.0003907887,0.0003375619,0.000419956,0.0005687011,0.002466409],"category_scores_gemma":[0.001280417,0.0002209107,0.00021734,0.0001995679,0.0004568597,0.0002394991,0.0004308005,0.0004043309,0.0006060583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00016186,"about_ca_system_score_gemma":0.000172898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003477242,"about_ca_topic_score_gemma":0.0009368767,"domain_scores_codex":[0.999605,0.00003795802,0.00002505347,0.00007807488,0.000193801,0.00006019286],"domain_scores_gemma":[0.9986307,0.0002821742,0.0001460685,0.0002169424,0.0006005112,0.0001236691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001342094,0.00004160441,0.0008177037,0.00006074021,0.000002399725,0.0001198894,0.0001110882,0.0004309374,0.9929362,0.00005604361,0.0001413269,0.005147778],"study_design_scores_gemma":[0.00003090866,0.004005927,0.02474726,0.00003777468,0.0000127165,0.0002557127,0.0003883392,0.003763761,0.9631856,0.00006543782,0.003484159,0.00002237563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897903,0.0001524032,0.007848238,0.00003222572,0.00004659217,0.00009855975,0.0001362665,0.0001764645,0.001718929],"genre_scores_gemma":[0.986754,0.0001118774,0.01039709,0.00005051133,0.000009450102,0.00007346048,0.0001508137,0.0000596402,0.002393228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002466409,"threshold_uncertainty_score":0.008250952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006539870375468586,"score_gpt":0.2136288647856245,"score_spread":0.2070889944101559,"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."}}