{"id":"W4398140563","doi":"10.1038/s41559-024-02386-9","title":"Directed conservation of the world’s reef sharks and rays","year":2024,"lang":"en","type":"article","venue":"Nature Ecology & Evolution","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Oceanic and Atmospheric Administration; Secretaría de Agricultura, Ganadería, Desarrollo Rural, Pesca y Alimentación; King Abdullah University of Science and Technology; Fundação de Amparo à Pesquisa e Inovação do Espírito Santo; Australian Research Data Commons; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Stony Brook University; James Cook University; Florida International University; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Wildlife Conservation Society; John D. and Catherine T. MacArthur Foundation; Instituto Carlos Slim de la Salud; National Science Foundation","keywords":"Threatened species; Marine protected area; Fishery; Coral reef; Fisheries management; Reef; Fishing; Marine reserve; Coral reef protection; Aquaculture of coral; Geography; Ecology; Biology; Habitat","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":[0.001079606,0.000239797,0.0001397509,0.0004442531,0.000687701,0.001588924,0.0006736032,0.001616869,0.008393112],"category_scores_gemma":[0.002031079,0.00009803328,0.0001858605,0.0003325389,0.001921948,0.0007333279,0.001372152,0.001360168,0.0007930683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009904475,"about_ca_system_score_gemma":0.00317759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009106668,"about_ca_topic_score_gemma":0.03253298,"domain_scores_codex":[0.9994624,0.0001001567,0.00001625018,0.00006934491,0.0001721632,0.0001796762],"domain_scores_gemma":[0.9983951,0.0001205878,0.0003397009,0.0001744471,0.000408165,0.0005619805],"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":[0.0002577925,0.0004323401,0.09450983,0.0007839329,0.0002263362,0.0004218288,0.003235314,0.001483202,0.0361562,0.1747664,0.1956476,0.4920792],"study_design_scores_gemma":[0.0000757493,0.0002538681,0.1652741,0.0005788829,0.00008705107,0.0006232269,0.004472884,0.000811083,0.002833089,0.03222973,0.7927241,0.00003625366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3410811,0.02308788,0.01020315,0.2944683,0.007517466,0.0001492625,0.0008333898,0.0002723518,0.3223872],"genre_scores_gemma":[0.8779456,0.007401419,0.005253079,0.06330062,0.00129365,0.00005223916,0.0003382092,0.00003403675,0.04438106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009106668,"threshold_uncertainty_score":0.02807772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002704985175756453,"score_gpt":0.2121922185076842,"score_spread":0.2094872333319278,"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."}}