{"id":"W3164599268","doi":"10.1073/pnas.2021173118","title":"Dimensions of invasiveness: Links between local abundance, geographic range size, and habitat breadth in Europe’s alien and native floras","year":2021,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; The Scarborough Hospital; University of Toronto","funders":"Ministry of Science and ICT, South Korea; Latvijas Universitate; Akademie Věd České Republiky; Austrian Science Fund; National Research Foundation of Korea; Eusko Jaurlaritza; National Research Foundation; Deutsche Forschungsgemeinschaft; Grantová Agentura České Republiky; Biodiversa+; Bundesministerium für Bildung und Forschung; Villum Fonden","keywords":"Habitat; Ecology; Alien; Invasive species; Range (aeronautics); Biodiversity; Biology; Alien species; Abundance (ecology); Introduced species; Ecosystem; Flora (microbiology); Geography","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":[0.0005327631,0.00007472574,0.0001921516,0.00002954536,0.0001705281,0.00001510724,0.0002152865,0.00006789323,0.000003193852],"category_scores_gemma":[0.0004664524,0.00002654698,0.00003056904,0.001031325,0.001086219,0.0001999217,0.0002228624,0.0001298257,1.226953e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004530574,"about_ca_system_score_gemma":0.00000891005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004004863,"about_ca_topic_score_gemma":0.00003236836,"domain_scores_codex":[0.9990432,0.00001272784,0.0002116942,0.0002024221,0.000418903,0.0001110769],"domain_scores_gemma":[0.9989654,0.000539423,0.0001781415,0.000001412362,0.0002879172,0.00002774698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001108752,0.00002762456,0.6745184,0.00002949107,0.00001025099,4.057312e-8,0.0001389641,0.000001597248,0.3210363,0.003215975,0.00004074015,0.0009695049],"study_design_scores_gemma":[0.00009485685,0.00006242117,0.9588651,0.0001305522,0.000008368112,0.000003767057,0.0005028351,0.00001735446,0.03210393,0.008016584,0.0001373541,0.00005689044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995793,0.0008041527,3.419373e-8,0.002569608,0.000003681104,0.00007727147,0.00005914738,0.000003512169,0.0006895569],"genre_scores_gemma":[0.999099,0.0006472504,0.00008616102,0.0001095675,0.00002995986,0.000002766948,2.566777e-7,3.467162e-7,0.0000247618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2889324,"threshold_uncertainty_score":0.4002221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05236164139802558,"score_gpt":0.2540946247547549,"score_spread":0.2017329833567293,"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."}}