{"id":"W2323182106","doi":"10.1139/cjfas-2013-0601","title":"Can behavioral fish-guidance devices protect juvenile Chinook salmon (<i>Oncorhynchus tshawytscha</i>) from entrainment into unscreened water-diversion pipes?","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service","keywords":"Chinook wind; Oncorhynchus; Entrainment (biomusicology); Environmental science; Water diversion; Fishery; Juvenile; Inlet; Flume; Hydrology (agriculture); Fish <Actinopterygii>; Ecology; Biology; Oceanography; Geology; Geotechnical engineering; Physics; Flow (mathematics); Mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001893912,0.0003208597,0.0002229546,0.00008134035,0.0001794527,0.0002731349,0.0003321021,0.0003527445,0.0007486106],"category_scores_gemma":[0.0003267574,0.0001589613,0.0003087852,0.00004559198,0.0003015453,0.0003455041,0.0001868388,0.0002285062,0.0001609221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003076369,"about_ca_system_score_gemma":0.0004996069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006938402,"about_ca_topic_score_gemma":0.01698422,"domain_scores_codex":[0.9999031,0.00001628792,0.000008011915,0.00002252855,0.00001362705,0.00003655015],"domain_scores_gemma":[0.9998007,0.00001797224,0.00007311614,0.00001519702,0.00002987671,0.00006314569],"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":[0.002857594,0.00146878,0.08327288,0.0002206204,0.0001080345,0.0001335857,0.0002737664,0.0006872216,0.886657,0.00004259955,0.0003358877,0.02394188],"study_design_scores_gemma":[0.0002226885,0.04066446,0.7818667,0.00003426319,0.0002242448,0.0001652864,0.001268402,0.002892117,0.171276,0.00008038274,0.001259303,0.00004617903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997609,0.00003028649,0.00007520588,0.00002827543,0.000003986306,0.000009011801,0.00001887033,0.000006472505,0.00006704827],"genre_scores_gemma":[0.9990922,0.000089892,0.0003232271,0.00006950417,0.000003886533,0.00001939675,0.00008668772,0.000002115556,0.0003129829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006938402,"threshold_uncertainty_score":0.01379603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137078688438896,"score_gpt":0.2046614135495257,"score_spread":0.1932906266651368,"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."}}