{"id":"W2958611065","doi":"10.1103/physrevfluids.4.074304","title":"Dynamics and wakes of freely settling and rising cubes","year":2019,"lang":"en","type":"article","venue":"Physical Review Fluids","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Settling; Cube (algebra); Drag coefficient; Drag; Vortex; Mechanics; Jump; Orientation (vector space); Physics; Materials science; Mathematics; Geometry; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.00008500546,0.00009914063,0.0003194098,0.00003054959,0.00001660973,0.00001796644,0.00004708311,0.00001775937,0.00001459949],"category_scores_gemma":[0.00002215869,0.00008593618,0.0000618939,0.0001367285,0.00002555075,0.00009141107,0.00002656697,0.000070301,0.000009542419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001246697,"about_ca_system_score_gemma":0.000003748103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007140081,"about_ca_topic_score_gemma":0.000004434162,"domain_scores_codex":[0.999512,0.00001395142,0.0001729395,0.0001161778,0.00009281961,0.00009211178],"domain_scores_gemma":[0.9997163,0.00005708089,0.00001822937,0.0001376521,0.00002505461,0.00004570163],"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":[0.00001428418,0.0001850888,0.02102516,0.03007251,0.0007052418,0.00000416477,0.0008223315,0.01447061,0.3301563,0.3818629,0.001015704,0.2196656],"study_design_scores_gemma":[0.00006773916,0.00001646504,0.0008159775,0.0004942551,0.00006850049,9.032448e-7,0.00001015248,0.9971974,0.0005105152,0.0005243937,0.0001925525,0.0001010939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645288,0.02934953,0.00446952,0.0002070609,0.00003691825,0.0001255794,0.00001357857,0.00004701855,0.001221994],"genre_scores_gemma":[0.9764829,0.02289353,0.0004766834,0.00006927752,0.0000240795,0.0000025757,0.00001162471,0.00001480584,0.00002455772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9827268,"threshold_uncertainty_score":0.3504376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004768257840422474,"score_gpt":0.2347288443396565,"score_spread":0.229960586499234,"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."}}