{"id":"W4242392768","doi":"10.1063/1.4938744.1","title":"10.1063/1.4938744.1","year":2016,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Vortex; Aspect ratio (aeronautics); Drag; Vortex ring; Particle image velocimetry; Mechanics; Curvature; Ellipse; Physics; Pinch; Geometry; Wake; Circulation (fluid dynamics); Optics; Mathematics","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":[0.000117506,0.0007155939,0.0006231258,0.000292679,0.00007644462,0.0003697886,0.000726435,0.0007616369,0.009429114],"category_scores_gemma":[0.00006898335,0.0005486971,0.0003147649,0.0002609711,0.00007170151,0.0003813144,0.0001871516,0.0004357221,0.03414926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167577,"about_ca_system_score_gemma":0.00002775292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001340603,"about_ca_topic_score_gemma":0.00001380107,"domain_scores_codex":[0.9977126,0.00002265505,0.0005328654,0.0005397029,0.0005040865,0.0006880976],"domain_scores_gemma":[0.9985046,0.0001223738,0.00009604599,0.0009643764,0.00005043076,0.0002621971],"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":[0.00002147668,0.00003389789,2.371432e-7,0.0001853418,0.00009602369,0.00006538358,0.000004052295,0.000001250644,0.0001038233,0.00001969338,0.9742929,0.02517586],"study_design_scores_gemma":[0.0004109086,0.0001747306,0.000002484235,0.0001764675,0.00005335809,0.00003690376,0.000004017631,0.00002978532,0.0005811819,0.0005919503,0.9971052,0.000832969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002248995,0.0005500297,0.0002751084,0.00002514927,0.001752002,0.0003060021,0.979786,0.0005544383,0.01672874],"genre_scores_gemma":[0.00044485,0.0001649724,0.00007055043,0.00006775676,0.0007468114,0.00006512796,0.9884903,0.000132243,0.009817428],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02472015,"threshold_uncertainty_score":0.9996964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006893628182631518,"score_gpt":0.2000909608791172,"score_spread":0.1931973326964857,"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."}}