{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002452059,0.00007398286,0.0001171497,0.0000139582,0.0001150668,0.000002261709,0.0001436435,0.00003511936,0.004852719],"category_scores_gemma":[0.0000436837,0.00006487838,0.00002018818,0.0001248255,0.0002402632,0.00004029639,0.0006450774,0.0000718886,0.0001422648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871434,"about_ca_system_score_gemma":0.000005215848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002911889,"about_ca_topic_score_gemma":0.0005837934,"domain_scores_codex":[0.9992652,0.0001938983,0.0001180018,0.0001875375,0.00005731952,0.0001780456],"domain_scores_gemma":[0.9997454,0.00002203896,0.00007214135,0.0001154944,0.000003197886,0.00004166979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002528818,0.00005258247,0.9902632,0.000003121913,0.000004470528,0.000009992116,0.000185885,6.923992e-7,0.00205725,0.001104828,0.002294533,0.003998116],"study_design_scores_gemma":[0.0002224226,0.0004216773,0.9953275,0.000001391574,0.00001251434,0.00003150682,0.0002332818,0.0001671972,0.000073346,0.0007371019,0.002682562,0.00008945155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935532,0.0000607974,0.00002855055,0.0008705807,0.0002468209,0.0001292547,0.00009344266,0.00001366275,0.005003706],"genre_scores_gemma":[0.9989344,0.00002667278,0.0001028615,0.0007110099,0.00003876308,0.0000110475,0.00005545639,0.000003331063,0.0001164495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005381224,"threshold_uncertainty_score":0.996057,"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."}}