{"id":"W3152172658","doi":"10.2172/1773655","title":"New Pathways for Hydropower: Getting Hydropower Built--What Does it Take?","year":2014,"lang":"en","type":"report","venue":"","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro One (Canada); Instream Energy Systems (Canada)","funders":"","keywords":"Hydropower; Small hydro; Project commissioning; Engineering; Engineering management; Process management; Business; Computer science; Publishing; Political science","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":[0.002768835,0.0004229899,0.0002580795,0.0005694925,0.003184837,0.009504526,0.000902915,0.002997978,0.01951071],"category_scores_gemma":[0.005224084,0.0002730112,0.0002808256,0.0009107999,0.002769677,0.01176504,0.00399566,0.00322029,0.00435485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003783362,"about_ca_system_score_gemma":0.01644368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075983,"about_ca_topic_score_gemma":0.03139871,"domain_scores_codex":[0.9973361,0.0005256002,0.0001021653,0.0001810336,0.001294001,0.0005611144],"domain_scores_gemma":[0.9977219,0.0003451297,0.000139817,0.0001439387,0.0007541825,0.0008950384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001406548,0.0004083689,0.006398519,0.001637601,0.00002951075,0.0005681516,0.005029922,0.0006882012,0.001784018,0.2126864,0.297725,0.4729036],"study_design_scores_gemma":[0.000008290697,0.000103564,0.002008429,0.0007855155,0.000007634239,0.0001959834,0.008103267,0.0001001437,0.001202379,0.01801562,0.9694459,0.00002313889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03449187,0.07610989,0.01263286,0.5410383,0.01215568,0.0004850762,0.0009060952,0.0005776806,0.3216025],"genre_scores_gemma":[0.3726214,0.2688434,0.04608296,0.03971289,0.001748826,0.0009090836,0.00178949,0.0006927921,0.2675992],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01951071,"threshold_uncertainty_score":0.06526983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585334090246885,"score_gpt":0.2733318204670555,"score_spread":0.2474784795645866,"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."}}