{"id":"W3094070589","doi":"10.1038/s41598-020-74644-2","title":"The transboundary nature of the world’s exploited marine species","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Social Sciences and Humanities Research Council of Canada; E.O. Wilson Biodiversity Foundation; Wilson Foundation; Gordon and Betty Moore Foundation; Natural Sciences and Engineering Research Council of Canada; Walton Family Foundation; David and Lucile Packard Foundation","keywords":"Data science; Computational biology; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001831528,0.0002664212,0.0003390719,0.001962391,0.001397295,0.002166063,0.0004415946,0.00038248,0.0038516],"category_scores_gemma":[0.004750644,0.0001555536,0.0003317407,0.002826356,0.001677382,0.003309579,0.003289576,0.0006807231,0.0002874454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006044077,"about_ca_system_score_gemma":0.0009349128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007002984,"about_ca_topic_score_gemma":0.02435958,"domain_scores_codex":[0.9985807,0.0004428684,0.0001163915,0.0003111757,0.000367635,0.000181292],"domain_scores_gemma":[0.9969021,0.001008396,0.001187733,0.0003806453,0.000349091,0.0001721211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001208075,0.00006578089,0.7389925,0.0008850123,0.0005463826,0.001521296,0.01080924,0.001694132,0.01233783,0.03220665,0.002880482,0.1979399],"study_design_scores_gemma":[0.000005174515,0.00008074449,0.8746881,0.0008441482,0.0002220701,0.003036863,0.03413944,0.001845661,0.002156068,0.02620386,0.05671579,0.00006207099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368073,0.00452314,0.0110148,0.001148925,0.00008575761,0.00003759985,0.0005585814,0.000042141,0.04578182],"genre_scores_gemma":[0.994275,0.001408149,0.002905692,0.0001802419,0.00001384572,0.00002369894,0.0002869653,0.00001450603,0.0008919629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007002984,"threshold_uncertainty_score":0.01392442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009877202502529835,"score_gpt":0.2005850722756508,"score_spread":0.190707869773121,"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."}}