{"id":"W6977470023","doi":"10.6084/m9.figshare.27904755.v1","title":"Code and data for: Traits, threats, and popularity explain extinction risk of birdCode and data for: Traits, threats, and popularity explain extinction risk of birds globallys globally","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Extinction (optical mineralogy); Habitat; Threatened species; Range (aeronautics); Global biodiversity; Data deficient; Biodiversity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001278942,0.00160703,0.0009228723,0.002460749,0.0008218036,0.002339923,0.002024192,0.00180282,0.2786943],"category_scores_gemma":[0.01311618,0.0008277363,0.001582144,0.003816245,0.0004588657,0.002689062,0.001915307,0.001929305,0.1949622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345131,"about_ca_system_score_gemma":0.001842189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02511261,"about_ca_topic_score_gemma":0.03746528,"domain_scores_codex":[0.9991205,0.0001068591,0.0001032359,0.0003632196,0.0001855864,0.0001205045],"domain_scores_gemma":[0.9930806,0.003097667,0.0006383252,0.001031983,0.001768837,0.00038271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005049689,0.00002035004,0.004112173,0.0006509918,0.00002365992,0.00001262875,0.00004394234,0.0002143278,0.0001209558,0.0004138741,0.9912701,0.003066537],"study_design_scores_gemma":[0.0004202081,0.00003241628,0.04064751,0.001000412,0.0000404296,0.00009097581,0.0002843218,0.001073409,0.0005143951,0.003154714,0.9526677,0.0000734211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002060285,0.00003069828,0.0001485338,0.0001131363,0.00005249757,0.00003048327,0.997915,0.0004333176,0.001070317],"genre_scores_gemma":[0.001105594,0.00005388189,0.001229665,0.0001851707,0.00002953174,0.0003151413,0.9944263,0.0004745202,0.002180277],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2786943,"threshold_uncertainty_score":0.9323252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133813347169312,"score_gpt":0.3600925893692319,"score_spread":0.2467112546523006,"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."}}