{"id":"W4383678387","doi":"10.1016/j.marpol.2023.105753","title":"Guitarfishes are plucked: Undermanaged in global fisheries despite declining populations and high volume of unreported international trade","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Threatened species; Fisheries management; Fishery; Commodity; International trade; Finance; Fishing; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000134456,0.00008702418,0.0001401181,0.00008381897,0.0000500518,0.000007856998,0.0001308928,0.00007347749,0.0004348082],"category_scores_gemma":[0.0002116083,0.00008793943,0.00002365031,0.0003899173,0.0002076907,0.00009797445,0.0005341985,0.00007044237,0.00003045693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008901684,"about_ca_system_score_gemma":0.00001175805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01929098,"about_ca_topic_score_gemma":0.02043056,"domain_scores_codex":[0.9992592,0.00004270672,0.0002449684,0.000183608,0.0000816166,0.0001879198],"domain_scores_gemma":[0.9997247,0.00002834066,0.00008868982,0.0001177328,0.000002526773,0.00003797212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000168312,0.00002136124,0.9871225,0.000004088854,0.00001199909,0.00002054085,0.00009225078,0.0002805893,0.00004591349,0.002446301,0.001468245,0.00846937],"study_design_scores_gemma":[0.0002688126,0.00002436784,0.9820079,0.00000321923,0.000006287395,0.00001569034,0.00006152737,0.0007823033,0.00001030631,0.01296749,0.003775042,0.0000771044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793658,0.00000241864,0.00002042272,0.01000531,0.0001408398,0.00007299042,0.00001625682,0.00004694137,0.01032901],"genre_scores_gemma":[0.9979561,0.00001637713,0.0004447023,0.000356857,0.00004975988,0.000008753384,0.00009195363,0.000005442631,0.001070054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01859029,"threshold_uncertainty_score":0.997444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02593878574923803,"score_gpt":0.2874387170061048,"score_spread":0.2614999312568668,"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."}}