{"id":"W2897262313","doi":"10.1071/mf18123","title":"Survival of fish passing downstream at a small hydropower facility","year":2018,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sault Area Hospital; Ontario Forest Research Institute","funders":"","keywords":"Hydropower; Downstream (manufacturing); Environmental science; Entrainment (biomusicology); Hydrology (agriculture); Spillway; Upstream and downstream (DNA); Upstream (networking); Turbine; Habitat; Fishery; Ecology; Biology; Engineering; Operations management; Physics; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000807307,0.00007954818,0.0001271354,0.00004664803,0.0003423716,0.00001743509,0.0001533632,0.00004686786,0.01147513],"category_scores_gemma":[0.000050714,0.0000614067,0.00002149706,0.0001371398,0.001437918,0.00006513487,0.002664027,0.000119639,0.0003468421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005245449,"about_ca_system_score_gemma":0.000002949227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003057871,"about_ca_topic_score_gemma":0.20576,"domain_scores_codex":[0.9988917,0.0001114616,0.0001295493,0.0002764866,0.0002346151,0.0003561685],"domain_scores_gemma":[0.9996222,0.00006315579,0.00001998917,0.0002140131,0.00002303529,0.00005765061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007003643,0.00006596622,0.9237899,0.00001880671,0.00002057345,0.000009162651,0.0002793378,6.354051e-7,0.0005380121,0.00002092907,0.07106542,0.004121276],"study_design_scores_gemma":[0.0003860964,0.0002953142,0.6849957,0.000004269522,0.000006835329,0.000001832078,0.0001144231,0.0001973933,0.00343945,0.0009735802,0.3094733,0.0001117223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8746616,0.000001955924,0.00001145549,0.001245523,0.00004911252,0.0001304977,0.00001740569,0.00001191776,0.1238706],"genre_scores_gemma":[0.9804133,0.00003252722,0.0001295705,0.0001618538,0.00003051535,0.00001417281,0.00001451909,0.000004236115,0.01919937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2387941,"threshold_uncertainty_score":0.9894285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04755217188454915,"score_gpt":0.2901649536537018,"score_spread":0.2426127817691526,"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."}}