{"id":"W3158335768","doi":"10.1063/5.0045456","title":"Bubble cloud configuration effect on the added mass","year":2021,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bubble; Physics; Mechanics; Turbulence; Flow (mathematics); Statistical physics; Two-phase flow; Dispersion (optics); Classical mechanics; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.00009126404,0.00008733245,0.0001162304,0.000009451112,0.00003416329,0.00001999456,0.00007745603,0.00002885047,0.00003195126],"category_scores_gemma":[0.00001818245,0.00006924012,0.00006391616,0.0001112111,0.00001549476,0.0000415707,0.000008351033,0.00009215908,0.00003608037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001794792,"about_ca_system_score_gemma":0.00001093751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003411193,"about_ca_topic_score_gemma":8.500617e-7,"domain_scores_codex":[0.9995667,0.0000239685,0.0001029591,0.00008277594,0.0001136221,0.0001099941],"domain_scores_gemma":[0.9995705,0.000133106,0.00001144771,0.000222268,0.0000433979,0.00001927651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003976697,0.00001141329,0.00001816781,0.00004623569,0.00003941797,0.000001943842,0.0001047524,0.01122094,0.8810775,0.1031088,0.001178849,0.003188045],"study_design_scores_gemma":[0.0001864065,0.00005511542,0.00006806014,0.00004222141,0.0000165735,4.878384e-7,0.0000150971,0.1647586,0.8289729,0.004794653,0.0009908313,0.00009900931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.88647,0.0003664437,0.07647006,0.0001677945,0.0009105003,0.0001826958,0.00002298149,0.0001324792,0.035277],"genre_scores_gemma":[0.9994338,0.00003340088,0.0001415114,0.00004279826,0.0001813406,0.00001002505,0.00002281621,0.0000195436,0.0001147786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1535377,"threshold_uncertainty_score":0.282353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00782444166729997,"score_gpt":0.2027248228494394,"score_spread":0.1949003811821394,"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."}}