{"id":"W3210036061","doi":"10.3354/meps13938","title":"Distributions of threatened skates and commercial fisheries inform conservation hotspots","year":2021,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Dalhousie University","funders":"Canada First Research Excellence Fund; Fisheries and Oceans Canada; Ocean Frontier Institute","keywords":"Bycatch; Skate; Fishery; Threatened species; Abundance (ecology); Ecology; Habitat; Fishing; Biology","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":[0.000770881,0.0002115212,0.0002043745,0.001267273,0.000275224,0.0008382972,0.0003574089,0.0002529296,0.001875363],"category_scores_gemma":[0.00213974,0.0002166837,0.0003644693,0.001056183,0.0006022959,0.0006425621,0.0008779174,0.0002250867,0.0001884807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009519146,"about_ca_system_score_gemma":0.0006364744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06052691,"about_ca_topic_score_gemma":0.1323422,"domain_scores_codex":[0.9996071,0.0001232449,0.00002780949,0.0001462178,0.00004057362,0.0000550911],"domain_scores_gemma":[0.9986982,0.0004053713,0.0005805203,0.0001032716,0.0001385557,0.00007402227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004987894,0.00001023176,0.9838216,0.00006016945,0.00007414095,0.00006399339,0.0005576702,0.008634054,0.0006817517,0.000510273,0.0002904491,0.005245746],"study_design_scores_gemma":[0.000004859128,0.00005963737,0.9661362,0.00006754327,0.00007580786,0.0001141645,0.001776103,0.02904341,0.0002989824,0.0008917863,0.001514293,0.00001727389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955378,0.0001907501,0.002037766,0.0001076986,0.000004959336,0.00001565459,0.001002709,0.00002804596,0.001074596],"genre_scores_gemma":[0.9978849,0.00009519277,0.001236301,0.00001553333,0.000002868446,0.00001048138,0.0004769771,0.000004966262,0.0002727182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06052691,"threshold_uncertainty_score":0.1203492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008482881454151426,"score_gpt":0.2203356044883401,"score_spread":0.2118527230341886,"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."}}