{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002955919,0.0001758782,0.0001159563,0.0003024666,0.0005257527,0.0006181402,0.0002619317,0.0002393893,0.004391054],"category_scores_gemma":[0.0009385246,0.0001542592,0.0001943358,0.0001708374,0.0006296017,0.0002935264,0.0009618075,0.0003359,0.0005967268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004090546,"about_ca_system_score_gemma":0.0006444428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01354247,"about_ca_topic_score_gemma":0.03270017,"domain_scores_codex":[0.999783,0.00002277342,0.00001322679,0.00003731454,0.00004129969,0.0001024178],"domain_scores_gemma":[0.9994973,0.00004498002,0.0002272855,0.00003737812,0.00006802795,0.000124905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001269402,0.00008819617,0.9519699,0.00003979345,0.00003190518,0.0004541942,0.0005600118,0.0009364433,0.01600526,0.0005352989,0.0009124827,0.02833951],"study_design_scores_gemma":[0.000002417187,0.00007580974,0.9960824,0.00001705005,0.000009375249,0.0001578755,0.001019308,0.000582669,0.0008789326,0.0002873145,0.0008814715,0.000005412432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978585,0.00003684092,0.0001099977,0.0000698456,0.000004432657,0.000003004765,0.00003989585,0.000006078609,0.001871476],"genre_scores_gemma":[0.9981206,0.00009838772,0.0001049618,0.00008607553,0.000004376878,0.000004538573,0.0000852836,0.000003478676,0.001492217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01354247,"threshold_uncertainty_score":0.02692729,"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."}}