{"id":"W2048028269","doi":"10.1088/1755-1315/15/6/062032","title":"Assessment of guide vane self-excitation stability at small openings in pump flow","year":2012,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Instability; Mechanics; Flow (mathematics); Boundary (topology); Range (aeronautics); Boundary value problem; Turbine; Stability (learning theory); Excitation; Control theory (sociology); Materials science; Physics; Computer science; Engineering; Mechanical engineering; Mathematics; Aerospace engineering; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003350868,0.0001916227,0.0003056472,0.0004205483,0.0003054963,0.0004846702,0.0002735365,0.0005122628,0.000940269],"category_scores_gemma":[0.001358846,0.0001781773,0.0002388055,0.00015997,0.000428193,0.0004466976,0.0004160068,0.0003283472,0.0001163785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002878508,"about_ca_system_score_gemma":0.0001870256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171605,"about_ca_topic_score_gemma":0.0008573401,"domain_scores_codex":[0.9998888,0.00002081272,0.000006662609,0.00002054821,0.00003875638,0.00002442302],"domain_scores_gemma":[0.9991575,0.0004849773,0.00008807414,0.00006633087,0.0001345303,0.00006867324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001452476,0.0004802744,0.04527917,0.0001769219,0.00006398791,0.001087296,0.00116642,0.3596284,0.5534061,0.002554147,0.0004142766,0.03429053],"study_design_scores_gemma":[0.00004106625,0.0006558599,0.02769784,0.00001578546,0.00001918072,0.0001544269,0.0002566271,0.8629536,0.107295,0.0004135908,0.0004545429,0.00004239716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958478,0.00003621843,0.003517278,0.0000134799,0.000001986239,0.000009305484,0.00002500939,0.00005919183,0.0004895231],"genre_scores_gemma":[0.9992148,0.00001048952,0.0006090245,0.000001461161,4.934329e-7,0.00000439802,0.00001512632,0.000006053815,0.0001381591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00171605,"threshold_uncertainty_score":0.003412187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503764248877119,"score_gpt":0.2186418425999696,"score_spread":0.2036042001111984,"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."}}