{"id":"W2646146168","doi":"10.2514/6.2017-3573","title":"Propeller Analysis Using Low & High Fidelity Aero-acoustic Methods","year":2017,"lang":"en","type":"article","venue":"35th AIAA Applied Aerodynamics Conference","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"Horizon 2020 Framework Programme; Cleansky; European Commission","keywords":"Computer science; Propeller; Fidelity; Acoustics; Engineering; Marine engineering; Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008559489,0.0006900431,0.001004716,0.000263244,0.0007936838,0.0007083085,0.001474025,0.00039287,0.0003115744],"category_scores_gemma":[0.0001751199,0.0007020595,0.0002601301,0.000447223,0.0003710848,0.0002347006,0.0004581131,0.0007892093,0.00009700559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002787165,"about_ca_system_score_gemma":0.0001258023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001935466,"about_ca_topic_score_gemma":0.001130677,"domain_scores_codex":[0.9968503,0.00006843094,0.0008023749,0.0008836015,0.0004639124,0.000931414],"domain_scores_gemma":[0.9963928,0.0001442954,0.0003591883,0.002501287,0.0002828063,0.0003195483],"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":[0.00002288486,0.00006471432,0.0004152252,0.0001736978,0.0006776275,0.00001052006,0.0001467531,0.8918114,0.08565996,0.01089717,0.00005973062,0.01006032],"study_design_scores_gemma":[0.0003810694,0.000009238485,0.006397328,0.00003907703,0.0007692241,0.000003635952,0.00004463085,0.9878102,0.0002671682,0.00323689,0.0001761188,0.0008654278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3476822,0.00002820713,0.6446399,0.00001883996,0.0006671959,0.0003477272,0.0001126404,0.0002849535,0.006218346],"genre_scores_gemma":[0.8239295,0.0001102304,0.1751868,0.00004339094,0.000154853,0.00004846621,0.0001458159,0.0001049225,0.0002759484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4762473,"threshold_uncertainty_score":0.9995431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183288907352459,"score_gpt":0.3051220246906519,"score_spread":0.2732891356171273,"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."}}