{"id":"W2802587973","doi":"10.1139/tcsme-2008-0011","title":"HYDRAULIC BEHAVIOUR OF UNCONVENTIONAL RADIAL PUMP STAGES","year":2008,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mechanics; Hydraulic machinery; Hydraulic pump; Centrifugal pump; Centripetal force; Flow (mathematics); Progressive cavity pump; RADIUS; Stator; Variable displacement pump; Volute; Rotodynamic pump; Rotor (electric); Control theory (sociology); Engineering; Mechanical engineering; Physics; Impeller; Computer science; Radial piston pump","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":[0.0001096512,0.0001239151,0.0001792696,0.00006611785,0.0001295243,0.00000513894,0.0002152681,0.0001145708,0.00006429393],"category_scores_gemma":[0.00001574219,0.0001290624,0.0005753489,0.0002525193,0.00005238469,0.00008444691,0.000003199736,0.000184795,0.000001109476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000296634,"about_ca_system_score_gemma":0.000143329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941055,"about_ca_topic_score_gemma":0.002983481,"domain_scores_codex":[0.9991904,0.000004621427,0.0002875333,0.0001042366,0.0001714052,0.0002417509],"domain_scores_gemma":[0.99949,0.00007047831,0.00003326559,0.0002013473,0.00004716764,0.0001577883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005592995,0.00003913905,0.00006075759,0.0002513784,0.0004085539,6.916928e-7,0.0007752109,0.96821,0.02403273,0.004889857,0.0008081437,0.0005179541],"study_design_scores_gemma":[0.00354792,0.0002376112,0.0051258,0.0002196647,0.0006177538,0.00008645295,0.000456744,0.7035207,0.2687051,0.00180249,0.0143726,0.001307175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.445923,0.0003225488,0.5477133,0.0005895357,0.002624673,0.001074169,0.00124413,0.0003010291,0.0002076263],"genre_scores_gemma":[0.9934022,0.00002012266,0.006297054,0.00002464914,0.00004088538,0.0000522213,0.00001056205,0.00003913284,0.0001132008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5474792,"threshold_uncertainty_score":0.5263011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337849260209905,"score_gpt":0.1993759159142278,"score_spread":0.1859974233121288,"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."}}