{"id":"W4242381252","doi":"10.1002/9780470015902.a0003252.pub3","title":"Fisheries Management","year":2014,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fishing; Fishery; Fisheries management; Fish stock; Sustainability; Tuna; Maximum sustainable yield; Business; Forage fish; Ecosystem-based management; Ecosystem; Fish <Actinopterygii>; Ecology; 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":[0.001143708,0.0006369204,0.0003586935,0.002911296,0.001553708,0.002698172,0.001207443,0.0008023156,0.1632828],"category_scores_gemma":[0.001778662,0.0001630693,0.0005092795,0.002445819,0.0003352852,0.001282561,0.001920713,0.0007579647,0.06683769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811978,"about_ca_system_score_gemma":0.003834483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316316,"about_ca_topic_score_gemma":0.01386257,"domain_scores_codex":[0.9991626,0.00008255453,0.00008371346,0.0001358113,0.0004116731,0.000123773],"domain_scores_gemma":[0.9990396,0.00005606883,0.00007387067,0.000114891,0.0006061425,0.0001093679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005548743,0.00007223685,0.003252724,0.0003280687,0.00001970491,0.0001872354,0.0001263997,0.000593775,0.0007866452,0.01576394,0.4202239,0.5585899],"study_design_scores_gemma":[0.000007351035,0.00001844282,0.002938135,0.0001563783,0.000005190179,0.00006630334,0.00009007153,0.0002594274,0.0001835723,0.001821819,0.9944449,0.00000842298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005024913,0.00407504,0.005215527,0.005285487,0.001834646,0.0006029734,0.01388049,0.001338005,0.9627429],"genre_scores_gemma":[0.04786874,0.005565385,0.008877626,0.00264769,0.0006227125,0.0004323159,0.02227109,0.0002890882,0.9114254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1632828,"threshold_uncertainty_score":0.5462353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289987165735721,"score_gpt":0.242887239566692,"score_spread":0.2299873679093348,"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."}}