{"id":"W2072468747","doi":"10.1016/j.ijmultiphaseflow.2012.02.001","title":"Axis-switching and breakup of low-speed elliptic liquid jets","year":2012,"lang":"en","type":"article","venue":"International Journal of Multiphase Flow","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Breakup; Nozzle; Instability; Mechanics; Jet (fluid); Physics; Classical mechanics; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002052892,0.0001961974,0.0002967414,0.0003740115,0.0004059374,0.0008946629,0.0002968006,0.0002648548,0.003637863],"category_scores_gemma":[0.0007721054,0.0001414965,0.0001707221,0.0001660027,0.0005350852,0.0004812754,0.0003955793,0.0003754744,0.0002187529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003428892,"about_ca_system_score_gemma":0.0001114557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004660691,"about_ca_topic_score_gemma":0.0002826432,"domain_scores_codex":[0.9999068,0.00001430601,0.000004504532,0.00001508413,0.00002327336,0.00003601322],"domain_scores_gemma":[0.999648,0.0001248125,0.00008081024,0.00004809682,0.0000315808,0.00006673139],"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":[0.005531581,0.0004979422,0.01118462,0.0001666196,0.00005509844,0.002354973,0.0008518433,0.04291894,0.8705359,0.01122309,0.001122237,0.05355727],"study_design_scores_gemma":[0.0002039722,0.001028345,0.03477331,0.00002681594,0.00003461026,0.0005031043,0.0005710955,0.3970749,0.55874,0.003897866,0.003085643,0.00006039079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938361,0.0001283977,0.003767924,0.00004246286,0.00002316542,0.000008323127,0.00002211364,0.00009122395,0.002080245],"genre_scores_gemma":[0.9991868,0.00001615821,0.0002054057,0.000004021982,0.000002368838,0.000001561859,0.0000121536,0.00001019914,0.000561261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003637863,"threshold_uncertainty_score":0.01216984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008092752839920838,"score_gpt":0.23596360860603,"score_spread":0.2278708557661091,"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."}}