{"id":"W4380763169","doi":"10.1126/science.ade4884","title":"Widespread diversity deficits of coral reef sharks and rays","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Simon Fraser University; Dalhousie University","funders":"Stony Brook University; Secretaría de Agricultura, Ganadería, Desarrollo Rural, Pesca y Alimentación; James Cook University; Florida International University","keywords":"Reef; Coral reef; Overfishing; Fishery; Environmental issues with coral reefs; Marine reserve; Marine protected area; Coral reef protection; Ecology; Geography; Aquaculture of coral; Biology; Fishing; 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":[0.000258914,0.0001491815,0.0001642843,0.0006718254,0.0003247425,0.000425088,0.0001568063,0.0001629198,0.001804171],"category_scores_gemma":[0.00044681,0.0000865551,0.0000960567,0.0004778334,0.0005244596,0.000421603,0.0007121826,0.0002070726,0.0002013976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310319,"about_ca_system_score_gemma":0.0002905866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006883794,"about_ca_topic_score_gemma":0.01625654,"domain_scores_codex":[0.999823,0.00001416528,0.00001406645,0.00006446384,0.00004388056,0.00004043492],"domain_scores_gemma":[0.9996405,0.00002597482,0.0001586123,0.00003177185,0.00005975498,0.0000834889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008134378,0.00001825057,0.964503,0.00003436975,0.0000363931,0.0001057226,0.0006715996,0.00009389024,0.01725586,0.0001315541,0.0002450845,0.01682288],"study_design_scores_gemma":[6.262339e-7,0.00002763004,0.998876,0.000003270846,0.000003601727,0.00009056024,0.0002468138,0.00002152597,0.0003426617,0.00003717081,0.0003485267,0.000001533392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984988,0.0001346409,0.00007173872,0.00003504979,0.000002096418,0.000001904717,0.0001749466,0.000005035965,0.001075786],"genre_scores_gemma":[0.9990661,0.0001226233,0.00007328809,0.00004791449,0.000004391058,0.000002077153,0.000190709,0.000001206208,0.0004917659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006883794,"threshold_uncertainty_score":0.01368749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560544406804189,"score_gpt":0.2328445858818422,"score_spread":0.2172391418138003,"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."}}