{"id":"W4282542528","doi":"10.1101/2022.06.09.495558","title":"High overexploitation risk due to management shortfall in highly traded requiem sharks","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Overexploitation; Fisheries management; Fishery; Business; Risk management; Threatened species; Management strategy; Geography; International trade; Fishing; Finance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009083612,0.0002030642,0.0001494489,0.001196285,0.0002024303,0.0004826792,0.0001701798,0.0002370517,0.001909407],"category_scores_gemma":[0.001810201,0.00009408218,0.000274624,0.0005508938,0.0003428344,0.0003749668,0.000772501,0.000193676,0.0002228201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964776,"about_ca_system_score_gemma":0.0001757508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002535256,"about_ca_topic_score_gemma":0.006716376,"domain_scores_codex":[0.9996256,0.00006835967,0.00003998862,0.0000741573,0.0001173877,0.0000745345],"domain_scores_gemma":[0.9978968,0.0003067708,0.001370971,0.0001120049,0.000183945,0.0001294891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006717509,0.00001165659,0.9933216,0.00001446717,0.00004095938,0.000104022,0.00009241589,0.0006797889,0.001042882,0.00004705171,0.00009908312,0.004478976],"study_design_scores_gemma":[0.000001204101,0.00004143948,0.9985827,0.00001145872,0.000009313224,0.0001187771,0.0002077457,0.0006216418,0.0001991981,0.000079592,0.0001242268,0.000002642406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990091,0.00002998945,0.0001882472,0.00001914112,0.000001699402,0.000002909965,0.0001265464,0.000004530697,0.0006177995],"genre_scores_gemma":[0.9994566,0.00001864198,0.0001231037,0.00001204967,0.000001912052,0.000003298437,0.0001620697,0.000001302047,0.000220997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002535256,"threshold_uncertainty_score":0.006387591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009179804333241745,"score_gpt":0.2067575803686145,"score_spread":0.1975777760353727,"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."}}