{"id":"W4388973119","doi":"10.1038/s41467-023-43212-3","title":"Functional diversity of sharks and rays is highly vulnerable and supported by unique species and locations worldwide","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Vetenskapsrådet; European Commission; Stiftelsen för Miljöstrategisk Forskning; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Threatened species; Biodiversity; Endangered species; Species richness; Phylogenetic diversity; Ecology; Biology; Biodiversity hotspot; Marine reserve; Geography; Fishing; Phylogenetic tree; 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":[0.0001927509,0.00005861975,0.00008004434,0.00004089353,0.0005688892,0.000006025783,0.0001882051,0.0001398914,0.0003237337],"category_scores_gemma":[0.00005861791,0.00005590278,0.00001049404,0.000189293,0.0006369401,0.00008211879,0.00138849,0.0003268112,0.00001618544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001510452,"about_ca_system_score_gemma":0.000006843573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002628175,"about_ca_topic_score_gemma":0.001246112,"domain_scores_codex":[0.9995651,0.00008158768,0.00008444526,0.0001296118,0.00005128276,0.00008799235],"domain_scores_gemma":[0.9993395,0.0002473717,0.00003608807,0.0003225341,0.00001516282,0.00003929327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001434034,0.00005311336,0.7536882,0.000006021531,0.00003134703,3.772162e-7,0.0005305478,0.000005551576,0.00938477,0.01032172,0.2251083,0.0008557688],"study_design_scores_gemma":[0.0001582357,0.0000182274,0.9052282,0.000002367437,0.00001897147,0.000005047606,0.0001142985,0.0001858917,0.0005341143,0.001355089,0.09231596,0.0000635867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627084,0.001438696,0.00008405541,0.02157792,0.00007308224,0.0001859201,0.000145671,0.00005800432,0.01372827],"genre_scores_gemma":[0.9929386,0.001679976,0.0004617884,0.0005198529,0.000004480581,0.000007590259,0.000205656,0.000002831802,0.004179165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.15154,"threshold_uncertainty_score":0.4375493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593584938213856,"score_gpt":0.2397442350158571,"score_spread":0.2238083856337185,"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."}}