{"id":"W2740150306","doi":"10.1002/cjce.22952","title":"PIV investigation of the flow features of double and single 45° up‐pumping pitched blade turbines in a square tank","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Impeller; Mechanics; Slip factor; Flow (mathematics); Particle image velocimetry; Dissipation; Materials science; Physics; Turbulence; Thermodynamics","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":[0.0002096758,0.0001075398,0.0001999556,0.0001181249,0.00004785986,0.0000507334,0.0003424192,0.00006895493,0.000004587102],"category_scores_gemma":[0.0002585296,0.00008059543,0.00005607979,0.0001166726,0.0001141365,0.0001507337,0.00002206382,0.0003064707,1.26214e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435767,"about_ca_system_score_gemma":0.00009186958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006145227,"about_ca_topic_score_gemma":0.0008404361,"domain_scores_codex":[0.9993096,0.000008031191,0.0003200901,0.0000563182,0.0001383403,0.0001675949],"domain_scores_gemma":[0.9993444,0.00006773971,0.0001508365,0.0002179067,0.00007743158,0.0001416772],"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":[0.00001285076,0.000002930009,0.002610725,0.0002217696,0.00005268395,0.000004218239,0.003156868,0.1884944,0.8045364,0.000344844,0.00009801175,0.0004642907],"study_design_scores_gemma":[0.001072122,0.00002090205,0.03346904,0.0007961001,0.00004256653,0.00006856347,0.0000948203,0.02661759,0.9367298,0.00078916,0.00009758066,0.0002017832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984154,0.0004495947,0.00005564974,0.000590161,0.000306218,0.00007871899,0.000005868087,0.00000679407,0.00009164156],"genre_scores_gemma":[0.9994814,0.000002712256,0.0003844189,0.00001294999,0.00008774365,0.000001965798,7.388171e-7,0.00002006048,0.000007999092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1618768,"threshold_uncertainty_score":0.3286586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308885039334412,"score_gpt":0.1928395610839064,"score_spread":0.1797507106905623,"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."}}