{"id":"W2167300168","doi":"10.1115/imece2014-37482","title":"Theoretical and Experimental Study of Hydrocyclone Performance and Equivalent Settling Area","year":2014,"lang":"en","type":"article","venue":"","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hydrocyclone; Separator (oil production); Process engineering; Computer science; Settling; Process (computing); Engineering; Mechanics; Environmental engineering","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":[0.0006939532,0.000370587,0.0003360371,0.0003896832,0.0003096012,0.000393337,0.0006245751,0.0005565085,0.001527886],"category_scores_gemma":[0.001825933,0.0001482435,0.0003321597,0.0005605216,0.000563958,0.0006750704,0.0002495335,0.0004666485,0.0003370582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006169433,"about_ca_system_score_gemma":0.0003632033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902144,"about_ca_topic_score_gemma":0.001513554,"domain_scores_codex":[0.9994296,0.00006556556,0.00003250265,0.00009858245,0.0003298267,0.00004390033],"domain_scores_gemma":[0.9988769,0.0007116786,0.0001015885,0.0001030278,0.0001889074,0.00001798442],"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":[0.0004967705,0.0003631662,0.003457599,0.000847445,0.00003131834,0.0001838111,0.0002154777,0.1124173,0.8426376,0.004812761,0.0004709718,0.03406588],"study_design_scores_gemma":[0.00001674403,0.0009025771,0.004197628,0.00003051219,0.00002132452,0.00009994968,0.00009463615,0.1684295,0.8236565,0.0007147194,0.00180512,0.00003081447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228582,0.001669539,0.06407652,0.0001940644,0.00005069012,0.0001149526,0.0007960494,0.0003440706,0.009895947],"genre_scores_gemma":[0.9914026,0.0007111217,0.006459548,0.00001186295,0.000006847059,0.00002910448,0.0002154554,0.00001165126,0.001151823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001902144,"threshold_uncertainty_score":0.005111277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005077104586888213,"score_gpt":0.2085716617177408,"score_spread":0.2034945571308526,"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."}}