{"id":"W4413272305","doi":"10.1111/geb.70087","title":"Traits, Threats, and Popularity Explain Extinction Risk of Birds Globally","year":2025,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Biodome","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"IUCN Red List; Threatened species; Extinction (optical mineralogy); Popularity; Ecology; Vulnerability (computing); Conservation-dependent species; Biodiversity; Geography; Biology; Near-threatened species; Environmental resource management; Habitat; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008977776,0.0002565357,0.0001877838,0.0008416072,0.0002675864,0.0006790108,0.000233233,0.0003358811,0.005278116],"category_scores_gemma":[0.003454065,0.0001422791,0.0004430442,0.0004962748,0.0004654608,0.0006056978,0.0006904221,0.0004228339,0.0003635984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706239,"about_ca_system_score_gemma":0.0001717858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456934,"about_ca_topic_score_gemma":0.007262258,"domain_scores_codex":[0.9997553,0.00008233587,0.0000151395,0.00007186065,0.00003502529,0.00004032478],"domain_scores_gemma":[0.9969009,0.001057766,0.001290082,0.0002084674,0.0002005422,0.0003422981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001996762,0.00001516053,0.9950647,0.00001305114,0.00007791484,0.00002167671,0.00009199981,0.000864105,0.0002011159,0.0001580516,0.00008990044,0.003382248],"study_design_scores_gemma":[0.000001365487,0.00002666495,0.9953648,0.00001145587,0.00002786211,0.00008169004,0.000225899,0.0033506,0.00005189961,0.0006626003,0.000191173,0.000003932315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972571,0.0001930379,0.0009311804,0.0001397134,0.000004476429,0.000004208442,0.000134784,0.000008263525,0.001327188],"genre_scores_gemma":[0.9995828,0.00003770157,0.0001599289,0.00001198931,0.000003677615,0.000001548507,0.00005557189,0.00000190389,0.0001447282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005278116,"threshold_uncertainty_score":0.01765704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096301618156991,"score_gpt":0.2846200372094652,"score_spread":0.2736570210278952,"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."}}