{"id":"W7020785170","doi":"","title":"Maple Hill dam micro-hydro turbine evaluation, Saugeen River, Ontario","year":2010,"lang":"en","type":"article","venue":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Turbine; Hydrology (agriculture); Vegetation (pathology); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001059366,0.0003955135,0.0005285466,0.000688805,0.002383515,0.00118001,0.0007671505,0.0004961305,0.01346363],"category_scores_gemma":[0.00163596,0.0003803741,0.0003393576,0.0009509723,0.0005857043,0.0007451877,0.0004388677,0.000384408,0.001830071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01409949,"about_ca_system_score_gemma":0.02457093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9171157,"about_ca_topic_score_gemma":0.985551,"domain_scores_codex":[0.9980881,0.0001307912,0.00003697916,0.0001138349,0.00147982,0.0001505374],"domain_scores_gemma":[0.9976834,0.00009606876,0.00005114967,0.00006464074,0.001931202,0.0001734458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005585732,0.001496261,0.201604,0.001015839,0.0003469529,0.001372026,0.003563429,0.1016407,0.05993662,0.009495283,0.251102,0.3628413],"study_design_scores_gemma":[0.001084778,0.003723186,0.6337386,0.0002062299,0.0002831669,0.0002508938,0.006063686,0.07844474,0.03578578,0.001376695,0.2388496,0.0001926258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7850506,0.0006162687,0.006806917,0.00137043,0.0001225961,0.001240611,0.01659048,0.0007950531,0.1874071],"genre_scores_gemma":[0.7635397,0.000545158,0.006292474,0.0001235449,0.00001281614,0.000236154,0.005533186,0.0001708864,0.2235461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08288431,"threshold_uncertainty_score":0.1667448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105617831265445,"score_gpt":0.1973880939975228,"score_spread":0.1863319156848683,"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."}}