{"id":"W2977532463","doi":"10.1016/j.cub.2019.07.081","title":"Fishing through the Anthropocene","year":2019,"lang":"en","type":"article","venue":"Current Biology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"National Science Foundation","keywords":"Anthropocene; Biology; Fishing; Fish <Actinopterygii>; Marine ecosystem; Ecosystem; Fishery; Environmental ethics; Ecology","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":[0.0004549168,0.0001374456,0.00008661653,0.0006966628,0.0016749,0.001274507,0.0002316597,0.000366267,0.01369455],"category_scores_gemma":[0.0008244601,0.0001195083,0.0001256055,0.0007571432,0.001938723,0.001565366,0.001002121,0.001006599,0.0007438556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008798129,"about_ca_system_score_gemma":0.0007508522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395059,"about_ca_topic_score_gemma":0.04919848,"domain_scores_codex":[0.9998273,0.00004294957,0.000008322248,0.00004063825,0.00001940932,0.00006132822],"domain_scores_gemma":[0.9996647,0.00005663812,0.00008150235,0.00003815089,0.00006832571,0.00009072548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004375872,0.0001323994,0.3261622,0.0003708162,0.0001157744,0.001706168,0.04532287,0.000629295,0.00275773,0.196696,0.01428621,0.4113829],"study_design_scores_gemma":[0.00001979978,0.000208056,0.507462,0.0005043368,0.00003900363,0.001101886,0.01876721,0.0003392158,0.0006597852,0.02260152,0.4482675,0.00002965961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6477438,0.007023524,0.001255256,0.01195607,0.000213108,0.00002732175,0.0003486185,0.00003073522,0.3314016],"genre_scores_gemma":[0.9649984,0.00532206,0.0006552501,0.0009576972,0.0001323936,0.00001809329,0.0001385094,0.00001517095,0.02776243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01395059,"threshold_uncertainty_score":0.04581285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03590726768042684,"score_gpt":0.3239709317321209,"score_spread":0.2880636640516941,"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."}}