{"id":"W2894627019","doi":"10.1115/power2018-7312","title":"Modeling and Experimental Validation of a Pico-Scale Francis Turbine for a Self-Powered Water Disinfection System","year":2018,"lang":"en","type":"article","venue":"","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ontario Water Consortium","keywords":"Turbine; Computational fluid dynamics; Marine engineering; Computer science; Draft tube; Range (aeronautics); Automotive engineering; Environmental science; Engineering; Mechanical engineering; Aerospace engineering","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":[0.0006288697,0.0004888232,0.000803724,0.0004661206,0.0006270333,0.0009393016,0.001033754,0.001242482,0.002232611],"category_scores_gemma":[0.001136403,0.0003315409,0.0006889891,0.0003101442,0.0006608668,0.0007251709,0.0004505636,0.0006454902,0.0005673298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008399468,"about_ca_system_score_gemma":0.0007686078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007156962,"about_ca_topic_score_gemma":0.005910652,"domain_scores_codex":[0.9995959,0.00006208383,0.00003003767,0.0000696375,0.0001958349,0.00004659604],"domain_scores_gemma":[0.9994637,0.0001857629,0.00004874974,0.00008722407,0.0001779402,0.00003663157],"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":[0.0003462918,0.0002908717,0.006612534,0.0005292404,0.00003725836,0.0005860775,0.0003075312,0.8866522,0.0832462,0.001876898,0.001995392,0.01751957],"study_design_scores_gemma":[0.00004428868,0.0007381134,0.003938623,0.00003227997,0.00002986958,0.00007223371,0.0001061418,0.9474195,0.04426199,0.0002094436,0.00310542,0.00004230818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402722,0.0003527969,0.04944832,0.0002205781,0.0001157395,0.0003404886,0.001081516,0.0005088557,0.00765947],"genre_scores_gemma":[0.9918671,0.000127624,0.005966889,0.00001547626,0.000003765465,0.0001361055,0.0002366629,0.0000256249,0.001620712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007156962,"threshold_uncertainty_score":0.01423061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007677328509204797,"score_gpt":0.2202033555869353,"score_spread":0.2125260270777305,"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."}}