{"id":"W1710649604","doi":"10.3968/j.est.1923847920110101.006","title":"Experimental Investigation of Centrifugal Pump Working as Turbine for Small Hydropower Systems","year":2011,"lang":"en","type":"article","venue":"Energy science and technology","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Centrifugal pump; Specific speed; Turbine; Hydropower; Mode (computer interface); Mechanical engineering; Engineering; Point (geometry); Mechanics; Computer science; Physics; Mathematics; Impeller; Electrical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005833427,0.00035791,0.0004994748,0.0003825942,0.0005536838,0.0003374577,0.0006029303,0.0005369539,0.002349664],"category_scores_gemma":[0.001222798,0.0002330472,0.0002590229,0.0003167496,0.0005120087,0.000585682,0.0002871876,0.0003493485,0.0002970771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001922678,"about_ca_system_score_gemma":0.0001724321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003969744,"about_ca_topic_score_gemma":0.0004020774,"domain_scores_codex":[0.9995122,0.0001062075,0.00003897458,0.0001058266,0.0001702807,0.00006658338],"domain_scores_gemma":[0.9988908,0.0005376001,0.0001021343,0.0001424875,0.0002556543,0.00007132611],"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":[0.00155854,0.0007148626,0.007525735,0.0004119488,0.00004110875,0.0002734244,0.0005225664,0.004156266,0.9705518,0.0005102155,0.0003730463,0.01336053],"study_design_scores_gemma":[0.0001708779,0.01116512,0.02930726,0.00003099306,0.0000807267,0.0003983925,0.0003337395,0.02667911,0.9287991,0.0002608816,0.002713731,0.0000601537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967028,0.0000585948,0.00258708,0.00002326765,0.000009712099,0.00003038082,0.00009213634,0.00006345168,0.0004324873],"genre_scores_gemma":[0.9972235,0.00006303736,0.002080452,0.000005821866,0.000007208274,0.00003029259,0.00007720435,0.00001338671,0.000499038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002349664,"threshold_uncertainty_score":0.007860422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921027243299828,"score_gpt":0.2066838635740115,"score_spread":0.1874735911410133,"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."}}