{"id":"W4392544645","doi":"10.1126/science.ade9121","title":"Fishing for oil and meat drives irreversible defaunation of deepwater sharks and rays","year":2024,"lang":"en","type":"article","venue":"Science","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Simon Fraser University","funders":"","keywords":"Defaunation; Threatened species; Overexploitation; Overfishing; Fishery; Fishing; Bycatch; Population; Biodiversity; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003192232,0.00003647201,0.00004424414,0.0000330435,0.0001054205,0.00002185886,0.00008914569,0.00002751198,0.00009259345],"category_scores_gemma":[0.00005134548,0.00002795211,0.000008197158,0.000108514,0.0006016581,0.0002935276,0.0001704157,0.00002923823,0.00001031123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001318546,"about_ca_system_score_gemma":0.000008383321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004920102,"about_ca_topic_score_gemma":0.0001155768,"domain_scores_codex":[0.99957,0.000007735258,0.00005257477,0.0001940837,0.00005891542,0.0001167416],"domain_scores_gemma":[0.9998599,0.0000497464,0.00001021062,0.00004785306,0.000004704271,0.0000275947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003265457,0.00002402201,0.1756362,0.0001216977,0.000008940763,0.000003758283,0.003108268,0.00007436836,0.5740802,0.004697962,0.001864764,0.2403472],"study_design_scores_gemma":[0.0005888125,0.0003845437,0.7508808,0.00006994243,0.00004889131,0.00007662764,0.0003306592,0.02292388,0.1403539,0.02377919,0.06016425,0.0003985384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940116,0.0001508042,0.0002987999,0.0006516762,0.0001584576,0.00002888308,0.00000229523,0.00001109458,0.004686427],"genre_scores_gemma":[0.9969736,0.00005642508,0.001691336,0.00007232142,0.000008725072,0.000003436421,0.000001002364,0.000001548071,0.001191546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5752445,"threshold_uncertainty_score":0.2216835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008096672899238442,"score_gpt":0.2358232976029275,"score_spread":0.2277266247036891,"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."}}