{"id":"W4280494957","doi":"10.1111/gcb.16207","title":"Invasion impacts and dynamics of a European‐wide introduced species","year":2022,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Leibniz-Gemeinschaft; Horizon 2020 Framework Programme; Graduate University of Science and Technology, Vietnam Academy of Science and Technology; Università degli Studi di Firenze; Bundesministerium für Bildung und Forschung; Yale University; Alexander von Humboldt-Stiftung; Kuwait Foundation for the Advancement of Sciences; Leverhulme Trust","keywords":"Invasive species; Ecology; Abundance (ecology); Biology; Population; Introduced species; Global change; Climate change; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005464955,0.0002320083,0.000118288,0.0009013024,0.000146384,0.0005661484,0.0002053614,0.0002731958,0.001040881],"category_scores_gemma":[0.001037973,0.0001372057,0.0003519179,0.0007564581,0.0002536251,0.0006428923,0.000457362,0.0002055908,0.0001389269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004920386,"about_ca_system_score_gemma":0.000150609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00767289,"about_ca_topic_score_gemma":0.007579856,"domain_scores_codex":[0.9998727,0.00002616769,0.00001960318,0.00004164084,0.00001999688,0.00001987103],"domain_scores_gemma":[0.9992074,0.0001780946,0.0004018649,0.00005141129,0.0001043478,0.00005688931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001659382,0.00004607195,0.9652166,0.00006646836,0.0001202418,0.000346944,0.0003322729,0.01159071,0.007852608,0.0004350901,0.0002331074,0.01359387],"study_design_scores_gemma":[0.000002725855,0.00006755932,0.9893062,0.000009425967,0.00001933316,0.0002210192,0.0001465807,0.009126343,0.0005092199,0.0001328256,0.000446298,0.00001255346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986516,0.00009915869,0.0004226381,0.00001779242,0.000001127926,0.000002218709,0.0002092344,0.0000106549,0.0005856375],"genre_scores_gemma":[0.9991091,0.0001275923,0.0003412518,0.000005885286,0.000001563946,0.000002383922,0.0002630986,0.000002209638,0.0001469159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00767289,"threshold_uncertainty_score":0.0152564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140656364109602,"score_gpt":0.2419696723882273,"score_spread":0.2105631087471312,"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."}}