{"id":"W2023224669","doi":"10.1002/cjce.5450810502","title":"Spray Characteristics of Two‐phase Feed Nozzles","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Syncrude","keywords":"Nozzle; Jet (fluid); Mechanics; Entrainment (biomusicology); Turbulence; Spray characteristics; Materials science; Particle (ecology); Phase (matter); Spray nozzle; Physics; Thermodynamics; Acoustics; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003123929,0.0001321447,0.0002492612,0.0001119779,0.00002339849,0.00002583303,0.0002717829,0.00006039785,0.00003189443],"category_scores_gemma":[0.000351644,0.0001149088,0.000108503,0.0001784206,0.00004854595,0.00007213067,0.000005259537,0.0003523848,0.000004348893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172774,"about_ca_system_score_gemma":0.0001349444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004516047,"about_ca_topic_score_gemma":0.00003981005,"domain_scores_codex":[0.9990716,0.00001158549,0.0004193755,0.00005183716,0.000145849,0.0002997716],"domain_scores_gemma":[0.9992535,0.00008984067,0.00006353509,0.0001807047,0.00006666853,0.0003457894],"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":[0.000004934433,0.00001326392,0.0003290416,0.00005148142,0.0001398828,0.00008348285,0.0002874093,0.07624589,0.9165373,0.005403481,0.0001517055,0.0007521301],"study_design_scores_gemma":[0.001662656,0.00004608939,0.0002551805,0.0001817253,0.0001179998,0.0003489078,0.00001566579,0.234225,0.75982,0.0003804401,0.002528447,0.0004178395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968912,0.0003289213,0.001786753,0.00003834159,0.0005694366,0.00004280382,0.00001303748,0.00001914138,0.0003103633],"genre_scores_gemma":[0.9985287,0.000002999198,0.001312263,0.00001347271,0.0001001547,0.000001168974,0.00000118111,0.00003479655,0.000005221185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1579791,"threshold_uncertainty_score":0.4685845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008225620655103277,"score_gpt":0.2070467741195126,"score_spread":0.1988211534644094,"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."}}