{"id":"W3043019604","doi":"10.1111/gcb.15199","title":"Drivers of future alien species impacts: An expert‐based assessment","year":2020,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":276,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; McGill University; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Fundação para a Ciência e a Tecnologia; National Science Foundation, United Arab Emirates; Natural Environment Research Council; Akademie Věd České Republiky; Bundesministerium für Bildung und Forschung; Transport Canada; Austrian Science Fund; Agence Nationale de la Recherche; National Research Foundation; Comisión Nacional de Investigación Científica y Tecnológica; European Cooperation in Science and Technology; Sight Research UK; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Fisheries and Oceans Canada; Biodiversa+; Grantová Agentura České Republiky; Ernest Oppenheimer Memorial Trust; National Science Foundation","keywords":"Biodiversity; Convention on Biological Diversity; Biome; Climate change; Environmental resource management; Ecology; Geography; Introduced species; Alien; Alien species; Invasive species; Environmental planning; Ecosystem; Biology; Environmental science; Political science; Politics","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":[0.01081513,0.001033376,0.0004285662,0.004380708,0.0006471962,0.002444499,0.0008705943,0.001239082,0.004466111],"category_scores_gemma":[0.01819323,0.0003304903,0.0008147548,0.001573125,0.000513039,0.002940887,0.002128176,0.0007038739,0.000582052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160579,"about_ca_system_score_gemma":0.001633776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005469028,"about_ca_topic_score_gemma":0.009546847,"domain_scores_codex":[0.9948732,0.002303534,0.0002873541,0.0004202057,0.001827057,0.0002886664],"domain_scores_gemma":[0.9868616,0.008023246,0.001513189,0.0005411527,0.002538551,0.0005221921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006247744,0.0005636212,0.3100637,0.001542423,0.001595606,0.001540278,0.007125034,0.327169,0.007715188,0.01852361,0.01208025,0.3114564],"study_design_scores_gemma":[0.0001009747,0.0007248052,0.314073,0.001355321,0.000754562,0.00123801,0.01606757,0.534321,0.0061718,0.07876614,0.0457443,0.0006825389],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8214702,0.001288541,0.1037113,0.004341214,0.00007971564,0.0008631803,0.005672378,0.0003120544,0.06226146],"genre_scores_gemma":[0.9650754,0.000653424,0.03071884,0.0002228976,0.00003801382,0.0002045103,0.001673918,0.00001801055,0.001395104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01081513,"threshold_uncertainty_score":0.05719656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07807211318084242,"score_gpt":0.3260975624362008,"score_spread":0.2480254492553584,"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."}}