{"id":"W2076432505","doi":"10.1002/ceat.200301652","title":"Performance of a New Mixed Down Pumping Impeller","year":2003,"lang":"en","type":"article","venue":"Chemical Engineering & Technology","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Impeller; Mixing (physics); Power consumption; Turbine; Mechanics; Dispersion (optics); Non-Newtonian fluid; Newtonian fluid; Flow (mathematics); Materials science; Power (physics); Mechanical engineering; Thermodynamics; Optics; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004683748,0.0005531465,0.0004864513,0.0003090149,0.0002539205,0.0006831211,0.0006798313,0.0005231181,0.001855291],"category_scores_gemma":[0.0006861551,0.0002697594,0.0002650632,0.0001597722,0.0002532278,0.0007246814,0.0003214035,0.0003589044,0.00070223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982159,"about_ca_system_score_gemma":0.0001826065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003167967,"about_ca_topic_score_gemma":0.0001578395,"domain_scores_codex":[0.9996545,0.00002946974,0.00002642288,0.00007075009,0.0001780466,0.00004075386],"domain_scores_gemma":[0.9996517,0.00007257266,0.00006661255,0.00005131891,0.0001053945,0.00005245064],"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":[0.0006338014,0.00005355793,0.0006643813,0.0001418172,0.00001395946,0.0001979006,0.00005180297,0.001557784,0.9787643,0.0001778152,0.000239424,0.01750342],"study_design_scores_gemma":[0.0001269152,0.003212876,0.007341218,0.00001144549,0.00006244126,0.000804266,0.00003046945,0.02205215,0.958911,0.00004539217,0.007342751,0.00005911088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964891,0.0003427637,0.03159807,0.0001008985,0.0001285968,0.00005999302,0.000177496,0.0005197505,0.002181439],"genre_scores_gemma":[0.9862571,0.0001264861,0.01051907,0.00003077694,0.00002638841,0.00002801623,0.0002209554,0.00004745802,0.002743702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001855291,"threshold_uncertainty_score":0.006206572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00501935682459567,"score_gpt":0.1780073534493398,"score_spread":0.1729879966247442,"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."}}