{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005745078,0.0001755529,0.0002380392,0.0002547597,0.00001052798,0.000005365664,0.0002065206,0.0002230546,0.00006158573],"category_scores_gemma":[0.0001539369,0.0002012307,0.00004840829,0.0005763281,0.00004320186,0.0000635228,0.00003406982,0.0002876918,0.00003619245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009402487,"about_ca_system_score_gemma":0.00001857797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.810161e-7,"about_ca_topic_score_gemma":6.438693e-8,"domain_scores_codex":[0.999135,0.000001787104,0.0002835165,0.0001637339,0.00009521036,0.0003207778],"domain_scores_gemma":[0.999539,0.00003039953,0.00002718141,0.0002997637,0.00002914001,0.00007456372],"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":[0.000002323301,0.00001193027,0.0001910652,0.0001506204,0.00004183374,0.000001612361,0.00007138366,0.0607107,0.9319057,0.003526937,0.0004373126,0.002948584],"study_design_scores_gemma":[0.0003274339,0.00002015337,0.0000654559,0.0000452954,0.00001072003,0.00002529674,0.0000156049,0.04217291,0.9481024,0.0002601053,0.008724491,0.0002301214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907237,0.000344359,0.006118723,0.00004238058,0.0003584347,0.00009083014,0.000001573602,0.0009926873,0.001327289],"genre_scores_gemma":[0.9896218,0.00002928378,0.01017128,0.000006068251,0.00002964939,0.00001978895,0.000002896945,0.00004801931,0.00007126904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01853779,"threshold_uncertainty_score":0.8205948,"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."}}