{"id":"W4291993726","doi":"10.1371/journal.pbio.3001729","title":"The EICAT+ framework enables classification of positive impacts of alien taxa on native biodiversity","year":2022,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Agencia Estatal de Investigación; Australian Research Council; Natural Environment Research Council; Akademie Věd České Republiky; Ministerio de Ciencia e Innovación; Bundesministerium für Bildung und Forschung; DST-NRF Centre of Excellence for Invasion Biology; Austrian Science Fund; Technology Agency of the Czech Republic; Agence Nationale de la Recherche; Department of Forestry, Fisheries and the Environment; National Research Foundation; Grantová Agentura České Republiky; LifeWatch – Niclas Öberg Foundation; Alexander von Humboldt-Stiftung; Sight Research UK; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; European Regional Development Fund; Hellenic Foundation for Research and Innovation; Biodiversa+; National Science Foundation","keywords":"Alien; Biodiversity; Biology; Biological dispersal; Ecology; IUCN Red List; Introduced species; Alien species; Taxon; Invasive species; Range (aeronautics); Habitat; Population","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":[0.0001897826,0.00005162513,0.00009934378,0.00002319089,0.0003895676,0.000001099043,0.0001828316,0.00004534041,0.0002075261],"category_scores_gemma":[0.0002052779,0.00003730897,0.00002920283,0.0001329442,0.0005869929,0.00002020633,0.0002278354,0.0001214383,0.00002569996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008516556,"about_ca_system_score_gemma":0.000007953307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008509296,"about_ca_topic_score_gemma":0.0001074665,"domain_scores_codex":[0.99936,0.0002073125,0.0001139544,0.0001350457,0.00007427337,0.0001093855],"domain_scores_gemma":[0.9990084,0.0006540438,0.0001960131,0.0001108919,0.00001587755,0.00001475634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001692838,0.0003247412,0.928846,0.000004599473,0.0001461002,6.726697e-7,0.00333039,0.0002834368,0.01986563,0.04586918,0.000628215,0.0005317233],"study_design_scores_gemma":[0.0001367085,0.0006354139,0.9773625,0.000003514295,0.00002204271,6.407234e-7,0.001710146,0.0003502007,0.005523711,0.01374844,0.0004391725,0.00006752321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946096,0.00004612647,0.00005985724,0.00158183,0.00006504531,0.0001354672,0.0001162223,0.000006239017,0.003379613],"genre_scores_gemma":[0.9995732,0.00005457374,0.0001129513,0.0001775744,0.000003714379,0.00001750672,0.00001709238,0.000001376537,0.00004198157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04851646,"threshold_uncertainty_score":0.2996278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665840194165368,"score_gpt":0.2449094404135702,"score_spread":0.2282510384719165,"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."}}