{"id":"W4402438663","doi":"10.11159/htff24.202","title":"Influence of Interaction of Two Pulsating Jets with Phase on Flow Characteristics","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Two-phase flow; Mechanics; Phase (matter); Materials science; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009898854,0.0002070983,0.0003371233,0.0001220033,0.00001844204,0.00005060694,0.0001680742,0.00005543646,0.000007211848],"category_scores_gemma":[0.00004858903,0.0001572606,0.00005439279,0.0002208009,0.00004308606,0.0001320429,0.00006180385,0.0002017621,4.296663e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003389294,"about_ca_system_score_gemma":0.000007346218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003549287,"about_ca_topic_score_gemma":5.162469e-7,"domain_scores_codex":[0.9990751,0.000001843678,0.0003944213,0.0001837022,0.0001772315,0.0001677678],"domain_scores_gemma":[0.9996099,0.00006245894,0.00009350953,0.000102248,0.00007673714,0.00005511664],"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":[0.0001329234,0.00003596246,0.000006384023,0.001062933,0.00005435308,8.3578e-7,0.00001712933,0.01024919,0.9840476,0.00369057,0.00003155267,0.0006705929],"study_design_scores_gemma":[0.0002905436,0.00008457525,0.000007672786,0.001481979,0.00003808704,0.000005186688,0.000006879566,0.2139484,0.7838464,0.00004537914,0.0001193681,0.0001255686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989448,0.000009109942,0.00001377467,0.00001612216,0.0006327913,0.0001444421,0.0000569576,0.0001018932,0.00008014191],"genre_scores_gemma":[0.998957,0.00003945192,0.0008113488,0.000006577799,0.0001103977,0.0000149766,0.000003882269,0.00004340195,0.00001291045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2036992,"threshold_uncertainty_score":0.6412901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004575684782481043,"score_gpt":0.2239863178080448,"score_spread":0.2194106330255637,"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."}}