{"id":"W2991201201","doi":"10.1126/sciadv.aaz0414","title":"The commonness of rarity: Global and future distribution of rarity across land plants","year":2019,"lang":"en","type":"article","venue":"Science Advances","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":337,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Emerging Frontiers; University of California, Santa Barbara; Universidade Federal do Maranhão; Aarhus Universitets Forskningsfond; Universidad Autónoma de Yucatán; University of Prince Edward Island; Universidade Federal do Rio Grande do Norte; University of Texas at El Paso; Universidade Federal do Rio de Janeiro; Ministry of Business, Innovation and Employment; Universidad de Extremadura; Fondation pour la Recherche sur la Biodiversite; National Research Foundation; Research Institute for Oceanochemistry Foundation; San José State University; Univerzita Karlova v Praze; Scheme for Promotion of Academic and Research Collaboration; Global Environment Facility; New Mexico State University; Universidad Pública de Navarra; Universidad Nacional de San Luis; Center for Makroøkologi, Evolution og Klima; Bentham-Moxon Trust; Villum Fonden; University of Victoria; Division of Biological Infrastructure; Danmarks Grundforskningsfond; University of Arizona; Universidad Juárez Autónoma de Tabasco; European Commission; Universidade Estadual de Santa Cruz; Aarhus Universitet; National Science Foundation","keywords":"Distribution (mathematics); Geography; Ecology; Environmental resource management; Biology; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001173653,0.0002244224,0.00035928,0.002044023,0.0003792569,0.001150542,0.0004660271,0.0003419449,0.002532535],"category_scores_gemma":[0.00261268,0.0001356338,0.0003064338,0.002234883,0.001526408,0.002306734,0.001011428,0.0006640893,0.0002947542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005355763,"about_ca_system_score_gemma":0.0002582087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004066722,"about_ca_topic_score_gemma":0.006498171,"domain_scores_codex":[0.9996433,0.00006404601,0.00001971758,0.0001669661,0.00004995307,0.00005607383],"domain_scores_gemma":[0.9971726,0.0006202876,0.001000088,0.0003366542,0.0005248354,0.0003454851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001819262,0.00001906009,0.8499089,0.0003261334,0.0003007535,0.0002816631,0.002395815,0.001919465,0.01506855,0.005386776,0.001910044,0.1223009],"study_design_scores_gemma":[0.000003513724,0.00004106007,0.9844627,0.00006532125,0.0000572706,0.0004763131,0.001142047,0.001607254,0.0005751398,0.006066203,0.0054692,0.00003394071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749213,0.01181413,0.004706646,0.001845047,0.00004073443,0.000005392033,0.001551984,0.00006547464,0.005049258],"genre_scores_gemma":[0.9966962,0.001609025,0.0009768973,0.00008473454,0.0000401026,0.000002715242,0.0004164199,0.00001350104,0.0001602768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004066722,"threshold_uncertainty_score":0.008472204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006027301786226525,"score_gpt":0.2317460653006702,"score_spread":0.2257187635144437,"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."}}