{"id":"W4254989839","doi":"10.1063/5.0048582.5","title":"10.1063/5.0048582.5","year":2021,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Excitation; Resonance (particle physics); Wind tunnel; Acoustic resonance; Acoustics; Wake; Particle image velocimetry; Materials science; Vortex; Leading edge; Flapping; Vortex shedding; Mechanics; Vortex generator; Reynolds number; Optics; Physics; Structural engineering; Turbulence; Engineering; Atomic 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008925792,0.0006960681,0.0006720761,0.0001773191,0.00008339011,0.0007077754,0.000666751,0.0006074206,0.00202419],"category_scores_gemma":[0.0001754843,0.0007345853,0.0003336865,0.0003682339,0.00007440466,0.0002835837,0.000288485,0.0008355232,0.004562335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197442,"about_ca_system_score_gemma":0.0000553138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001673912,"about_ca_topic_score_gemma":0.00008080893,"domain_scores_codex":[0.9977132,0.00001473762,0.0005417869,0.0005723191,0.0004969403,0.0006609958],"domain_scores_gemma":[0.9983927,0.0001453861,0.00008553798,0.001079324,0.00008899572,0.0002080351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005035207,0.00006391432,7.130286e-7,0.0003027362,0.0001557975,0.0003387124,0.000004445824,0.00194797,0.00001340001,0.00001167462,0.9933123,0.00384329],"study_design_scores_gemma":[0.0002134254,0.00005908758,0.000007776066,0.0001484485,0.00007825802,0.00005779006,0.00001714721,0.004963409,0.000005852663,0.00009673387,0.9935028,0.000849252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001163902,0.000926298,0.0004408589,0.000005425263,0.001637549,0.0001904531,0.9779865,0.0003829421,0.01831356],"genre_scores_gemma":[0.001302222,0.0003148504,0.000108256,0.00005528051,0.0007977101,0.00004524543,0.9941028,0.0001480821,0.003125592],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01611624,"threshold_uncertainty_score":0.9995105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005076337502701541,"score_gpt":0.1977346188627181,"score_spread":0.1926582813600166,"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."}}