{"id":"W4390734215","doi":"10.1126/science.adf8984","title":"Global shark fishing mortality still rising despite widespread regulatory change","year":2024,"lang":"en","type":"article","venue":"Science","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Fisheries and Oceans Canada; Dalhousie University","funders":"","keywords":"Overexploitation; Fishing; Threatened species; Fishery; Pelagic zone; Geography; Commercial fishing; Wildlife; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001138791,0.0001143454,0.00009654529,0.00003606987,0.0002329292,0.00009218168,0.0005161178,0.00007332025,0.0006362425],"category_scores_gemma":[0.0001314421,0.00009731457,0.00003854554,0.0007574926,0.001547348,0.0008694908,0.0006079039,0.0001112316,0.0009272283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973701,"about_ca_system_score_gemma":0.00004527469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008541728,"about_ca_topic_score_gemma":0.0007593586,"domain_scores_codex":[0.9984967,0.00004308591,0.0001349038,0.0005749975,0.0002960682,0.0004542404],"domain_scores_gemma":[0.9995039,0.00003752031,0.00002632219,0.0003024078,0.000007567854,0.0001222753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001072796,0.00003442051,0.9104922,0.00002067485,0.00001037846,0.00009535193,0.000833785,0.0001194423,0.02012891,0.003176909,0.002393286,0.06268387],"study_design_scores_gemma":[0.00003714018,0.00003368534,0.9764813,0.0000209249,0.000009613666,0.00003308457,0.00001788759,0.001534959,0.001029108,0.002626074,0.01803626,0.0001400072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842504,0.0002540348,0.0002268095,0.0003846471,0.001355301,0.0001189948,0.00000970354,0.0001333395,0.01326678],"genre_scores_gemma":[0.9984455,0.00001013369,0.0004629828,0.0006949055,0.0001027535,0.0000109975,0.000001943137,0.000004403252,0.000266435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06598902,"threshold_uncertainty_score":0.9998507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304055684938195,"score_gpt":0.295671366477192,"score_spread":0.2652657979833725,"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."}}