{"id":"W2083030713","doi":"10.1080/03632415.2011.626661","title":"Hatcheries, Conservation, and Sustainable Fisheries—Achieving Multiple Goals: Results of the Hatchery Scientific Review Group's Columbia River Basin Review","year":2011,"lang":"en","type":"article","venue":"Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Bonneville Power Administration; National Oceanic and Atmospheric Administration; Pacific States Marine Fisheries Commission","keywords":"Hatchery; Fishery; Structural basin; Geography; Business; Fish <Actinopterygii>; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001628838,0.0001906385,0.0004228367,0.00001497388,0.0008835979,0.00006337601,0.000405441,0.00006983406,0.001862228],"category_scores_gemma":[0.001495752,0.0001662326,0.00008214594,0.000514761,0.00246329,0.0007562027,0.001009089,0.0001405492,0.00002320093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006805934,"about_ca_system_score_gemma":0.00002430952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006998148,"about_ca_topic_score_gemma":0.02804575,"domain_scores_codex":[0.9980845,0.0002594099,0.0005256035,0.0004687515,0.0002608986,0.0004008789],"domain_scores_gemma":[0.9987877,0.000142236,0.0003513818,0.0005999707,0.00006544434,0.00005324267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001602603,0.00004014197,0.459326,0.001646072,0.0000211578,0.000003090233,0.0006866897,5.842362e-8,0.000006630819,0.00003547224,0.5378326,0.0003860483],"study_design_scores_gemma":[0.0001851225,0.00003760268,0.5402471,0.000865425,0.00006998043,0.000001775333,0.000429948,0.000001939962,0.00001784248,0.0003295915,0.4576862,0.0001274663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6872811,0.06011797,0.00009978861,0.07406641,0.001705087,0.008480187,0.0001902446,0.0003720181,0.1676872],"genre_scores_gemma":[0.5357338,0.1640915,0.00679487,0.05548608,0.00008674078,0.001166494,0.0001590691,0.0001333486,0.2363481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1515473,"threshold_uncertainty_score":0.9996144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264269978291981,"score_gpt":0.1963719268335126,"score_spread":0.1737292270505928,"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."}}