{"id":"W2017686989","doi":"10.1615/atomizspr.v19.i6.20","title":"LIQUID JET BREAKUP IN QUIESCENT ATMOSPHERE: A REVIEW","year":2009,"lang":"en","type":"review","venue":"Atomization and Sprays","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Breakup; Nozzle; Turbulence; Mechanics; Jet (fluid); Confusion; Cavitation; Physics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001549076,0.0003183582,0.00109118,0.00003516462,0.00002494154,0.00002963449,0.0001012802,0.000221576,0.0001074341],"category_scores_gemma":[0.00001093718,0.000272808,0.0001449371,0.0003427253,0.0000131448,0.00006216039,0.00001219676,0.0002433067,0.00004452405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008976598,"about_ca_system_score_gemma":0.00004883112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007997709,"about_ca_topic_score_gemma":0.00005349735,"domain_scores_codex":[0.9988751,0.00004633173,0.0005462079,0.0002235711,0.0001034365,0.0002053557],"domain_scores_gemma":[0.9996436,0.00002758964,0.00002588103,0.0002051608,0.00001811733,0.00007964247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002807918,0.00002449508,0.000003927369,0.05538096,0.00004070117,0.00001324036,0.00002623083,0.0001290833,1.917622e-7,0.00429065,0.003266198,0.9368215],"study_design_scores_gemma":[0.0001662312,0.0000202601,0.00000476453,0.03272647,0.0001508406,0.00001286846,7.099918e-7,0.003403315,1.21467e-7,0.0000127069,0.9632149,0.000286786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004019899,0.9956417,0.001533427,0.00006580519,0.0001206746,0.0006209061,0.00001518523,0.000112022,0.001886223],"genre_scores_gemma":[0.00002377045,0.999261,0.0001406128,0.0002290454,0.00004566519,0.00004300625,0.0001548484,0.00005466776,0.0000474301],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9599487,"threshold_uncertainty_score":0.9999724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380292398955285,"score_gpt":0.259990866746063,"score_spread":0.2461879427565102,"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."}}