{"id":"W2276139955","doi":"10.1038/ncomms10244","title":"Catch reconstructions reveal that global marine fisheries catches are higher than reported and declining","year":2016,"lang":"en","type":"article","venue":"Nature Communications","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1285,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Paul G. Allen Family Foundation; Pew Charitable Trusts","keywords":"Fishery; Bycatch; Discards; Fishing; Marine fisheries; Fisheries management; Geography; International waters; 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":[0.0006741732,0.000364197,0.0001939482,0.001109902,0.000372376,0.001103001,0.0002256942,0.0002163231,0.002247297],"category_scores_gemma":[0.003612131,0.0001263072,0.0003774096,0.002900354,0.0004908965,0.00154047,0.000932481,0.0004264206,0.0007135301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006493342,"about_ca_system_score_gemma":0.0004731737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479996,"about_ca_topic_score_gemma":0.0283459,"domain_scores_codex":[0.9996902,0.00003012638,0.0000389694,0.0001225346,0.00007901098,0.00003917923],"domain_scores_gemma":[0.9984243,0.0001691547,0.0008280981,0.0002769502,0.0002461414,0.0000553214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000033617,0.000008749052,0.9677105,0.0000604143,0.0001694637,0.00007479426,0.0005706247,0.002378748,0.001554884,0.001186257,0.001755089,0.02449689],"study_design_scores_gemma":[0.00000107085,0.00002714735,0.9880995,0.00003996644,0.00004294644,0.0002040024,0.000877139,0.001771767,0.0004920086,0.0005772397,0.007849362,0.00001776444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782899,0.0006671913,0.005320515,0.0003614093,0.00003110604,0.00000959511,0.00521611,0.0001249019,0.009979283],"genre_scores_gemma":[0.9881802,0.0007756417,0.002633784,0.00008580725,0.000008310804,0.00001029952,0.006884547,0.00005813045,0.001363127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479996,"threshold_uncertainty_score":0.02942759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04837006570985757,"score_gpt":0.3024703629742285,"score_spread":0.2541002972643709,"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."}}