{"id":"W2135731926","doi":"10.1115/1.1385893","title":"OSCILLATORY ENTRAINED DROPLET EHD TWO-PHASE FLOW","year":2001,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mechanics; Flow (mathematics); Two-phase flow; Phase (matter); Materials science; Environmental science; Physics","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":[0.00005831006,0.0001493953,0.0001882038,0.0001525205,0.0001562502,0.0004445931,0.0002414307,0.0002405401,0.002661872],"category_scores_gemma":[0.0001714443,0.00007497746,0.0000996154,0.0001083101,0.0002972902,0.0005484066,0.0004210432,0.0002785473,0.0002031947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465669,"about_ca_system_score_gemma":0.0001094042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002783843,"about_ca_topic_score_gemma":0.000213049,"domain_scores_codex":[0.9999615,0.000003799841,0.000001741304,0.00001063237,0.00001235486,0.000009893849],"domain_scores_gemma":[0.9999599,0.000009875773,0.000004860903,0.000007391358,0.000008715579,0.000009158045],"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":[0.0008417724,0.0001825715,0.001893493,0.00009990437,0.00001539942,0.0003187291,0.0001169414,0.01582351,0.9438474,0.01112705,0.0006717469,0.02506157],"study_design_scores_gemma":[0.0001614317,0.0002908823,0.004997672,0.000008938939,0.00001310414,0.0001465608,0.00009068763,0.4775227,0.5093524,0.003228369,0.004152318,0.00003492054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776273,0.0001655054,0.01649103,0.0001014959,0.00008420201,0.00002197634,0.0000894668,0.0001172233,0.005301863],"genre_scores_gemma":[0.995564,0.00003463714,0.001439302,0.00001616236,0.00001060303,0.000006280562,0.00003985646,0.000007862961,0.00288146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002661872,"threshold_uncertainty_score":0.008904874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00778136942582042,"score_gpt":0.2349983125137808,"score_spread":0.2272169430879604,"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."}}