{"id":"W3212659873","doi":"10.3354/esr01169","title":"Emergent research and priorities for shark and ray conservation","year":2021,"lang":"en","type":"article","venue":"Endangered Species Research","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University; Simon Fraser University; University of Victoria","funders":"Fundação para a Ciência e a Tecnologia; Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada; Sight Research UK; Agence Nationale de la Recherche; Fondation Bertarelli; Simons Foundation","keywords":"CITES; Endangered species; Conservation status; Wildlife; Wildlife conservation; Population; Convention; Geography; Wildlife management; Population viability analysis; Minimum viable population; Flagship species; Environmental resource management; Ecology; Fishery; Biology; Political science; Sociology; Habitat","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001777294,0.0000707249,0.0001202775,0.00007901314,0.0005748406,0.00005187151,0.0001258612,0.0001045961,0.002764916],"category_scores_gemma":[0.0008428793,0.00006781647,0.00001765416,0.0002734318,0.001380856,0.00009226854,0.0007550817,0.0003056769,0.00009034208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009482758,"about_ca_system_score_gemma":0.00004677102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003470436,"about_ca_topic_score_gemma":0.001627968,"domain_scores_codex":[0.998349,0.0003406752,0.0001291905,0.0003752172,0.0003297032,0.0004762766],"domain_scores_gemma":[0.9988171,0.0007568419,0.00001255373,0.0001918933,0.0001237854,0.00009780722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005327529,0.0001661781,0.3039248,0.0001632381,0.00006943949,0.00008405749,0.003058125,0.000003173904,0.345412,0.058408,0.2647357,0.02344253],"study_design_scores_gemma":[0.0003465269,0.0002519047,0.4733251,0.000006512867,0.00000204283,0.00001428631,0.001035206,0.00006797419,0.009748661,0.005605126,0.5095075,0.00008911617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713545,0.0008096626,0.00004406517,0.006799055,0.0001243301,0.0003618085,0.00002535797,0.00001490434,0.02046633],"genre_scores_gemma":[0.9019925,0.00181941,0.001789873,0.0001798197,0.00022641,0.0001713653,0.00004144295,0.00001693556,0.09376226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3356633,"threshold_uncertainty_score":0.9981467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618082504565727,"score_gpt":0.3895804259835268,"score_spread":0.2277721755269541,"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."}}