{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004656562,0.00004096296,0.0000617338,0.00003714175,0.0002632137,0.000003902681,0.0002738106,0.00003118349,0.000269391],"category_scores_gemma":[0.0001220676,0.0000347214,0.00001035372,0.0004452911,0.001700159,0.0001335223,0.001686097,0.00004343359,0.0003317295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001785101,"about_ca_system_score_gemma":0.000009898919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164523,"about_ca_topic_score_gemma":0.00009177272,"domain_scores_codex":[0.999404,0.00001530831,0.00005714027,0.0002047683,0.0001270032,0.0001918208],"domain_scores_gemma":[0.9997676,0.00004017301,0.00002415563,0.0001132741,0.000005892342,0.0000489109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001135901,0.000008862055,0.9461944,0.000002025417,8.492548e-7,0.000004321249,0.0002690917,0.00002619074,0.04788518,0.0006291869,0.0007872983,0.00418128],"study_design_scores_gemma":[0.00007775538,0.00005966528,0.9938761,0.000001750286,0.000002369793,0.000004964567,0.00004322147,0.0003228481,0.003441642,0.001536862,0.0005861453,0.00004669447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905208,0.000008068244,0.00002156894,0.0001219511,0.0001514792,0.00004310053,0.000002541417,0.00002215101,0.009108359],"genre_scores_gemma":[0.9991252,0.00001315876,0.0001640026,0.00009104714,0.000004289682,7.925607e-7,8.892624e-7,0.000001015712,0.0005996186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04768172,"threshold_uncertainty_score":0.6264306,"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."}}