{"id":"W2090801284","doi":"10.1002/aic.12033","title":"An atomization model for splash plate nozzles","year":2009,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Splash; Nozzle; Mechanics; Spray nozzle; Jet (fluid); Break-Up; Oblique case; Spray characteristics; Weber number; Water model; Materials science; Chemistry; Physics; Thermodynamics; Turbulence; Molecular dynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002883542,0.0006039865,0.0006789601,0.0003715471,0.0007420029,0.001021417,0.001731391,0.0013376,0.007053218],"category_scores_gemma":[0.0004843117,0.000450826,0.0007931001,0.0002753476,0.000895387,0.001143284,0.0007715733,0.0009032179,0.001067276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014296,"about_ca_system_score_gemma":0.001557142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226816,"about_ca_topic_score_gemma":0.002816777,"domain_scores_codex":[0.999796,0.00002691109,0.00000763868,0.00003228819,0.0001025124,0.00003475689],"domain_scores_gemma":[0.9998381,0.00004386536,0.00002050792,0.00001695744,0.0000552292,0.00002529293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003327126,0.00002647857,0.0003367307,0.00003162697,0.00001147837,0.0002127533,0.00004771218,0.9528276,0.005292804,0.0385809,0.0005397785,0.002058972],"study_design_scores_gemma":[0.00001463168,0.00001451817,0.00007204739,0.000002536532,0.000002675762,0.00002433932,0.000006154426,0.9965305,0.0003593991,0.00208368,0.0008851198,0.000004488055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1853527,0.001029646,0.7385929,0.0008439029,0.0001986371,0.0004126739,0.0007790771,0.0007496431,0.07204097],"genre_scores_gemma":[0.9052903,0.0007462212,0.0431176,0.0001839716,0.0000620043,0.0004833014,0.0004394451,0.0002153484,0.04946173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01226816,"threshold_uncertainty_score":0.0243935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031318141121486,"score_gpt":0.2333938649406821,"score_spread":0.2230806835294672,"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."}}