{"id":"W2064529858","doi":"10.1061/(asce)hy.1943-7900.0000816","title":"Mean Flow Characteristics in a Rock-Ramp-Type Fish Pass","year":2013,"lang":"en","type":"article","venue":"Journal of Hydraulic Engineering","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Flow (mathematics); Mechanics; Wake; Open-channel flow; Fish <Actinopterygii>; Geology; Flow velocity; Geotechnical engineering; Physics; Fishery; Biology","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":[0.0001282594,0.000127849,0.0002106919,0.0002439298,0.000192288,0.0001562898,0.0001417489,0.0002064786,0.0005592094],"category_scores_gemma":[0.0003127631,0.0001050855,0.000190383,0.000130501,0.0002959365,0.0001175748,0.0001238438,0.0001220399,0.00007169988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904934,"about_ca_system_score_gemma":0.0001352071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869853,"about_ca_topic_score_gemma":0.002655223,"domain_scores_codex":[0.9999493,0.000005575322,0.000003074625,0.00001579625,0.0000128947,0.00001331884],"domain_scores_gemma":[0.9998212,0.00004829897,0.00004551452,0.00001553383,0.00003194038,0.00003749966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001167124,0.0001151676,0.1170953,0.00004643057,0.00004120687,0.0008179953,0.0006609429,0.02262022,0.846053,0.0002539828,0.0001141496,0.0110144],"study_design_scores_gemma":[0.00006110084,0.003376603,0.839228,0.000009612994,0.00007187805,0.0006722136,0.0005092144,0.06989513,0.08551565,0.0001501768,0.0004504008,0.00005985691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997727,0.000002079885,0.0001558255,8.930854e-7,2.302369e-7,0.000001136701,0.000009121929,0.000006345394,0.00005161974],"genre_scores_gemma":[0.9996265,0.000003535061,0.0002641767,7.73856e-7,2.758332e-7,0.000001902695,0.00002572262,0.000001496725,0.00007559079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001869853,"threshold_uncertainty_score":0.003717959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00515457534839716,"score_gpt":0.1836759175099213,"score_spread":0.1785213421615242,"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."}}