{"id":"W2010760341","doi":"10.1016/j.jher.2014.03.002","title":"Forebay hydraulics and fish entrainment risk assessment upstream of a high dam in China","year":2014,"lang":"en","type":"article","venue":"Journal of Hydro-environment Research","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Entrainment (biomusicology); Environmental science; Hydropower; Sink (geography); Upstream (networking); Fish migration; Spillway; Flow conditions; Air entrainment; Hydraulics; Hydrology (agriculture); Flow (mathematics); Fish <Actinopterygii>; Mechanics; Geotechnical engineering; Engineering; Fishery; Ecology; Geography; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002325765,0.0001856014,0.0004209456,0.0003510679,0.00006758214,0.0000408185,0.000300945,0.0001096983,0.0001404498],"category_scores_gemma":[0.00007898674,0.000150811,0.0000904405,0.0001359431,0.0001713954,0.0001584837,0.0001129204,0.0009586338,0.000003190826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765846,"about_ca_system_score_gemma":0.00002779509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008083155,"about_ca_topic_score_gemma":0.00003144751,"domain_scores_codex":[0.9973595,0.0002871938,0.0006399897,0.0001802409,0.001075398,0.0004577218],"domain_scores_gemma":[0.9991261,0.0002111026,0.0001448433,0.0002920297,0.00001945536,0.0002064088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002418287,0.0009669229,0.2154482,0.0005274811,0.0006098853,0.0002060119,0.003937214,0.5323547,0.01945367,0.00165817,0.005603475,0.2189924],"study_design_scores_gemma":[0.003548287,0.001716093,0.8608381,0.0002124546,0.00006126906,0.0001020379,0.0003500361,0.09025662,0.01199534,0.01147029,0.01902919,0.0004203384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926478,0.0002016774,0.001902118,0.0004313101,0.00008481165,0.0001944473,0.00001032395,0.000007895834,0.004519592],"genre_scores_gemma":[0.9960955,0.002273676,0.00141195,0.00001634628,0.0001338089,0.000007169808,0.000003136108,0.00002781858,0.00003061564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6453898,"threshold_uncertainty_score":0.6149895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007540534957836974,"score_gpt":0.253823566066558,"score_spread":0.246283031108721,"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."}}