{"id":"W4322766964","doi":"10.1063/5.0129696","title":"Effects of gas viscosity and liquid-to-gas density ratio on liquid jet atomization in crossflow","year":2023,"lang":"en","type":"article","venue":"AIP Advances","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Breakup; Weber number; Reynolds number; Mechanics; Jet (fluid); Viscosity; Liquid fuel; Thermodynamics; Chemistry; Materials science; Combustion; Physics; Turbulence","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":[0.0002300261,0.000419922,0.0003545267,0.0004286303,0.0003661107,0.0006839738,0.0002902715,0.000362691,0.0007239477],"category_scores_gemma":[0.000918653,0.0002077717,0.0003548125,0.0002176465,0.0004728251,0.0005272713,0.0004171744,0.0004225532,0.0000971356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003460295,"about_ca_system_score_gemma":0.0002202493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160662,"about_ca_topic_score_gemma":0.0009370311,"domain_scores_codex":[0.9998553,0.00001741957,0.000008110314,0.00002422189,0.00003834012,0.0000566029],"domain_scores_gemma":[0.9995562,0.0002472279,0.0001010722,0.00002437776,0.00003597952,0.00003508755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001439493,0.0005769051,0.02088916,0.0002945835,0.00009593076,0.001357614,0.0003661029,0.4998466,0.4449035,0.00383885,0.0004540184,0.02593737],"study_design_scores_gemma":[0.00004808319,0.0008571416,0.011665,0.00003446768,0.00006203774,0.000130638,0.0001608446,0.7841679,0.2016918,0.0004261172,0.00070167,0.0000543189],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964437,0.0003271315,0.001881207,0.00003728423,0.00001518311,0.000008623412,0.0000303051,0.00004190479,0.001214691],"genre_scores_gemma":[0.999247,0.0001340061,0.0004341917,0.000006073759,0.000002141519,0.00000355395,0.00001882323,0.000006895025,0.000147328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00160662,"threshold_uncertainty_score":0.003194571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004061831803893764,"score_gpt":0.2191786960907746,"score_spread":0.2151168642868809,"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."}}