{"id":"W2569593339","doi":"10.1016/j.marpol.2017.01.006","title":"Comments on FAOs State of World Fisheries and Aquaculture (SOFIA 2016)","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":218,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Paul G. Allen Family Foundation","keywords":"Aquaculture; Fishery; Food security; China; Agriculture; Resource (disambiguation); Geography; Developing country; Business; Natural resource economics; Fish <Actinopterygii>; Agricultural economics; Economic growth; Economics; 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":[0.01048215,0.001361071,0.001005233,0.001935247,0.002923599,0.005624377,0.002280373,0.012041,0.04190176],"category_scores_gemma":[0.03727627,0.0006347939,0.001369679,0.002322603,0.001800085,0.004165938,0.003590845,0.009301625,0.03404798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005365716,"about_ca_system_score_gemma":0.009558911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02574849,"about_ca_topic_score_gemma":0.01816152,"domain_scores_codex":[0.9941497,0.0008055902,0.0007752046,0.0004900185,0.002867911,0.0009116314],"domain_scores_gemma":[0.9860713,0.002659475,0.001416257,0.0007516898,0.007875395,0.001225898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003526619,0.000006548823,0.0001719251,0.00009999022,0.000002636834,0.00008134933,0.00009828139,0.00004196608,0.00009533822,0.001446911,0.9920247,0.005895144],"study_design_scores_gemma":[0.000004136818,0.000005796725,0.0006429948,0.0002159023,0.000002564003,0.00002319785,0.0001457782,0.00001808888,0.00005836979,0.0003876722,0.9984835,0.00001193933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002152301,0.01028382,0.0007439588,0.57841,0.2834039,0.0003516971,0.004920614,0.0005837111,0.11915],"genre_scores_gemma":[0.01971953,0.01036431,0.002270299,0.5348061,0.05983212,0.0009570888,0.006144535,0.000998539,0.3649075],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04190176,"threshold_uncertainty_score":0.1401754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963290257333312,"score_gpt":0.2884036193321645,"score_spread":0.2687707167588314,"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."}}