{"id":"W2032132892","doi":"10.1080/02755947.2012.675946","title":"The Efficacy of Reservoir Flow Regulation for Cooling Migration Temperature for Sockeye Salmon in the Nechako River Watershed of British Columbia","year":2012,"lang":"en","type":"article","venue":"North American Journal of Fisheries Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Fisheries and Oceans Canada","funders":"","keywords":"Tributary; Environmental science; Oncorhynchus; Watershed; Hydrology (agriculture); Streamflow; Hydrograph; Fishery; Drainage basin; Fish <Actinopterygii>; Geography; Geology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008769176,0.00007837943,0.0002205794,0.00002716241,0.0002263135,0.00003783148,0.0002890464,0.00002123963,0.00002620691],"category_scores_gemma":[0.00007228813,0.00006708863,0.00009988713,0.0002268356,0.0004189479,0.0002635964,0.00008485724,0.00008040025,4.370185e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005904153,"about_ca_system_score_gemma":0.000004081739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005906118,"about_ca_topic_score_gemma":0.04088449,"domain_scores_codex":[0.9988933,0.00009183126,0.0004322837,0.0001047963,0.0002383759,0.0002394661],"domain_scores_gemma":[0.9990205,0.0002213363,0.0005343336,0.0001534295,0.00004540137,0.0000250539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004964395,0.000200031,0.8144602,0.00008005447,0.0001691008,0.000001845843,0.002601649,0.002785878,0.00002699309,0.00002341426,0.1491249,0.03002945],"study_design_scores_gemma":[0.0006184638,0.0004128159,0.9747137,0.00002486945,0.00008306331,0.000001767979,0.003274229,0.000182471,0.00001188914,0.0001481478,0.02045763,0.00007098452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996662,0.00002849625,0.0006778793,0.001408016,0.0001485083,0.0007542894,0.00001248232,0.000003498668,0.0003048548],"genre_scores_gemma":[0.9954683,0.0002097268,0.003523936,0.0002382179,0.00005706516,0.0000598381,0.00001155503,0.000008358818,0.0004229725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1602534,"threshold_uncertainty_score":0.9766169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007878299291679845,"score_gpt":0.2067245832012019,"score_spread":0.1988462839095221,"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."}}