{"id":"W4414824120","doi":"10.1016/j.cub.2025.09.019","title":"Deep-sea mining risks for sharks, rays, and chimaeras","year":2025,"lang":"en","type":"article","venue":"Current Biology","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"University of Hawai'i","keywords":"Benthic zone; Threatened species; Ecosystem; Biodiversity; Vulnerable species; Disturbance (geology); Marine spatial planning; Plume; Extinction (optical mineralogy)","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":[0.0003593697,0.0002489922,0.00008607261,0.0006272517,0.0005107523,0.0004671071,0.0002746541,0.0002801851,0.0009163212],"category_scores_gemma":[0.0008527438,0.00007919368,0.0001902946,0.0003933457,0.0003867556,0.0004114633,0.0008549947,0.0002545645,0.000124016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005300349,"about_ca_system_score_gemma":0.0004824718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01822424,"about_ca_topic_score_gemma":0.05928276,"domain_scores_codex":[0.9997981,0.00003292302,0.00001724088,0.00002728467,0.00007020805,0.00005425739],"domain_scores_gemma":[0.9991166,0.00006456381,0.0005193395,0.00003108287,0.0001065663,0.0001618855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003617482,0.00001556846,0.9896134,0.00001179022,0.00001550002,0.0001933404,0.0002205111,0.0002337216,0.0008878715,0.00007493566,0.0001423733,0.008554927],"study_design_scores_gemma":[0.00000207974,0.0001344087,0.9952065,0.00003281417,0.00001525887,0.00043952,0.002142972,0.0007250019,0.0002370092,0.0002602188,0.000798566,0.00000563042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998909,0.0001050983,0.00008994257,0.00007116271,0.000002293531,0.000003900397,0.00006451777,0.000002750505,0.0007513496],"genre_scores_gemma":[0.9994294,0.0001392815,0.0001238332,0.00003543999,0.000002636691,0.000002339704,0.00007621624,5.955691e-7,0.0001903273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01822424,"threshold_uncertainty_score":0.03623635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184713472626002,"score_gpt":0.3311983936700215,"score_spread":0.2993512589437615,"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."}}