{"id":"W1976257673","doi":"10.1002/aic.11013","title":"Investigation of turbulence characteristics in a gas cyclone by stereoscopic PIV","year":2006,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Turbulence; Mechanics; Reynolds stress; Cyclone (programming language); Vortex; Turbulence kinetic energy; Meteorology; Physics; Reynolds number; Particle image velocimetry; Flow (mathematics); Anisotropy; Geology; Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001434662,0.00009837762,0.0001694191,0.00008804132,0.00002230113,0.0000266436,0.00009048369,0.00006371731,0.00001811409],"category_scores_gemma":[0.00001108071,0.00009817392,0.00002985661,0.0001541374,0.00002767793,0.0001253282,0.00001062147,0.0002449591,0.000005509666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006532489,"about_ca_system_score_gemma":0.00002076602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005154881,"about_ca_topic_score_gemma":0.00003446418,"domain_scores_codex":[0.9992329,0.00001942427,0.0003900735,0.0000639521,0.0001292099,0.0001643851],"domain_scores_gemma":[0.9997263,0.00002002365,0.0000785135,0.00008985494,0.00003208188,0.00005325756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002361487,0.00006244596,0.532539,0.0001528415,0.0000368763,0.00004808691,0.00064127,0.004769348,0.4444334,0.0002738274,0.01212468,0.004894675],"study_design_scores_gemma":[0.00156489,0.000154958,0.7426326,0.0004072605,0.00004536267,0.0001830137,0.00006794984,0.2229876,0.02579007,0.003330793,0.002254793,0.000580692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960309,0.0005395229,0.002827941,0.00004779101,0.0002096685,0.00004376356,0.00001327439,0.00002245552,0.0002647433],"genre_scores_gemma":[0.9986449,0.0002782879,0.0008515466,0.0000247441,0.0001166853,0.000001472304,0.00001410053,0.00001623342,0.00005202302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4186433,"threshold_uncertainty_score":0.4003416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003724907636700869,"score_gpt":0.1740202578948736,"score_spread":0.1702953502581728,"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."}}