{"id":"W2710757996","doi":"10.1299/jsmeicone.2007.15._icone1510_364","title":"ICONE15-10675 EFFECT OF INLET TWO-PHASE FLOW PATTERN ON THE ANNULAR FLOW LIQUID SEPARATION PHENOMENA","year":2007,"lang":"en","type":"article","venue":"The Proceedings of the International Conference on Nuclear Engineering (ICONE)","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; McMaster University","funders":"","keywords":"Separator (oil production); Superficial velocity; Inlet; Slug flow; Mechanics; Stratified flow; Flow velocity; Materials science; Flow (mathematics); Two-phase flow; Thermodynamics; Geology; 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":[0.0006321369,0.0002949161,0.0004091657,0.0003718534,0.0002341637,0.000678624,0.0003800968,0.0003801325,0.005937499],"category_scores_gemma":[0.001153027,0.0001875022,0.0001504147,0.0004227809,0.0003778707,0.0003790261,0.0002799314,0.0002437829,0.0009578381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000368703,"about_ca_system_score_gemma":0.0003442746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046989,"about_ca_topic_score_gemma":0.002048755,"domain_scores_codex":[0.9995992,0.00005560487,0.00005164816,0.00007750343,0.0001552686,0.0000609011],"domain_scores_gemma":[0.9988172,0.0004083477,0.0001546455,0.0001982938,0.0003048826,0.00011659],"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":[0.001278875,0.0001256159,0.00223689,0.0001918563,0.00001169633,0.0001402898,0.00008435467,0.001449964,0.9762785,0.0003034997,0.0006919745,0.01720639],"study_design_scores_gemma":[0.00004396061,0.0006623326,0.008097238,0.00001637567,0.00002203562,0.0001085037,0.00003193021,0.005665758,0.9817086,0.00002499248,0.003605437,0.00001281973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890488,0.0004969746,0.004667711,0.00004914948,0.00005645865,0.00003040518,0.0002220657,0.0003151105,0.005113206],"genre_scores_gemma":[0.9895759,0.0001645435,0.00482165,0.0000475936,0.00000473613,0.00001990634,0.000477717,0.00006424975,0.004823644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005937499,"threshold_uncertainty_score":0.01986289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083009261645874,"score_gpt":0.2419069995279024,"score_spread":0.2310769069114437,"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."}}