{"id":"W4366590385","doi":"10.5772/intechopen.110787","title":"Identification of Trailing Vortex Dynamic States","year":2023,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; Federal Aviation Administration","keywords":"Vortex; Starting vortex; Mechanics; Physics; Vorticity; Vortex ring; Vortex generator; Vortex shedding; Turbulence; Reynolds number","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001834502,0.0003099563,0.0003864245,0.0002901561,0.00002947775,0.00004842537,0.0003598328,0.0002841454,0.00007910198],"category_scores_gemma":[0.000009759417,0.0003370456,0.0001827782,0.0000196711,0.00006759413,0.00003823427,0.00007290139,0.0003902597,0.00033763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006895271,"about_ca_system_score_gemma":0.00002458219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000129113,"about_ca_topic_score_gemma":0.00009835198,"domain_scores_codex":[0.998595,0.000004295211,0.0006954405,0.0002746121,0.0002330186,0.0001976347],"domain_scores_gemma":[0.9992108,0.00005206403,0.0001361277,0.0004630667,0.00008639879,0.00005151443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006356841,0.00003325187,0.000005321906,0.002714029,0.002207902,0.0001745515,0.001951753,0.0954996,0.1042074,0.4726797,0.003135781,0.3173271],"study_design_scores_gemma":[0.0003424278,0.00005455128,0.00002090061,0.001038862,0.0001807963,0.00001053373,0.0000316986,0.8694182,0.003293742,0.08613515,0.03847124,0.00100191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003875158,0.0004474976,0.005808369,0.00001969713,0.002019229,0.0008851772,0.0005738333,0.001095169,0.9852759],"genre_scores_gemma":[0.2295385,0.0003740744,0.0001108015,0.00001055415,0.00005164824,0.00003319995,0.0001915153,0.0002850203,0.7694046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7739186,"threshold_uncertainty_score":0.9999081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009970494291557788,"score_gpt":0.2154940042485677,"score_spread":0.2055235099570099,"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."}}