{"id":"W4392518398","doi":"10.1063/5.0182503","title":"Ultrasound jetting and atomization of sessile and impacting droplets","year":2024,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Breakup; Jet (fluid); Mechanics; Liquid bubble; Physics; Weber number; Break-Up; Micrometer; Optics; Bubble; Materials science; Turbulence; Reynolds number","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":[0.00006252144,0.00007048227,0.0001181171,0.00002989149,0.00001852452,0.00002298352,0.000022544,0.00002760918,0.000003683628],"category_scores_gemma":[0.00000641578,0.00007061369,0.00002275954,0.00009586492,0.00002782193,0.0001284087,0.000007702634,0.00005935156,4.154246e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008617801,"about_ca_system_score_gemma":0.000007454749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001753191,"about_ca_topic_score_gemma":0.000001439118,"domain_scores_codex":[0.9996453,0.000004282743,0.0001272154,0.00007761718,0.0000620869,0.00008351135],"domain_scores_gemma":[0.9998029,0.00009003576,0.000004754225,0.00005834101,0.00001925876,0.00002471058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002725116,0.00001048643,0.003071899,0.001171592,0.00006695739,0.000001036312,0.001666935,0.003202889,0.9497916,0.02831386,0.00005548653,0.01264458],"study_design_scores_gemma":[0.0001980831,0.00003034853,0.004669305,0.0002700381,0.00005030418,0.000007896365,0.00007731208,0.9219344,0.06820259,0.004361154,0.00004561102,0.0001530114],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570137,0.0016077,0.04044285,0.0000120254,0.00007119011,0.00004529065,0.00002091694,0.00005373216,0.0007325723],"genre_scores_gemma":[0.9989095,0.0003207172,0.000684365,0.00000258186,0.00004880127,0.000001344251,0.000006375558,0.00002023456,0.000006097328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9187315,"threshold_uncertainty_score":0.2879542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006358250379095748,"score_gpt":0.2178477248865125,"score_spread":0.2114894745074168,"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."}}