{"id":"W2038048520","doi":"10.1088/1755-1315/22/6/062005","title":"Very Low Head Turbine Deployment in Canada","year":2014,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Software deployment; Turbine; Micro hydro; Francis turbine; Marine engineering; Head (geology); Engineering; Environmental science; Mechanical engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004041602,0.0003153058,0.0002405256,0.0009436026,0.003901844,0.001299242,0.001014637,0.0004816876,0.009319539],"category_scores_gemma":[0.0007236038,0.0002295181,0.0003575853,0.001831255,0.0008563778,0.0005101667,0.000930282,0.000617851,0.001933533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02067243,"about_ca_system_score_gemma":0.04519555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9545741,"about_ca_topic_score_gemma":0.9813339,"domain_scores_codex":[0.9991992,0.00001887091,0.00002164013,0.0001129139,0.0004372341,0.0002100367],"domain_scores_gemma":[0.998672,0.00004716222,0.00003659913,0.00004079386,0.0009114181,0.0002920756],"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":[0.0007561775,0.000576899,0.2148306,0.0008735482,0.0001205753,0.01056827,0.005281213,0.02467788,0.06863122,0.02666284,0.1637601,0.4832607],"study_design_scores_gemma":[0.000123048,0.0007770912,0.4055372,0.0002815764,0.00009954358,0.002418504,0.01131476,0.01977789,0.01811342,0.002009709,0.5391871,0.0003602025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7569133,0.001733847,0.0148045,0.003191401,0.0004180357,0.0007100208,0.01035135,0.00226817,0.2096093],"genre_scores_gemma":[0.9211382,0.001311614,0.01025542,0.0006242758,0.00002354391,0.00008142927,0.005112848,0.0002136755,0.06123897],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04542589,"threshold_uncertainty_score":0.1499897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006369832792580517,"score_gpt":0.1637745167682184,"score_spread":0.1574046839756379,"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."}}