{"id":"W4414778123","doi":"10.1111/gcb.70530","title":"Ecological and Evolutionary Dynamics of Invasive Species Under Global Change","year":2025,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Queen's University","funders":"","keywords":"Global change; Biodiversity; Anthropocene; Ecosystem; Environmental change; Climate change; Invasive species; Extinction (optical mineralogy); Novel ecosystem; Evolutionary dynamics","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":[0.0009239831,0.0002600671,0.0003501816,0.001177295,0.0009945645,0.001841353,0.0004007891,0.001224332,0.003711168],"category_scores_gemma":[0.002512854,0.0001472384,0.0004184395,0.001250409,0.001488377,0.001806668,0.001355961,0.001199987,0.0004872996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008241849,"about_ca_system_score_gemma":0.000410343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006928493,"about_ca_topic_score_gemma":0.009441287,"domain_scores_codex":[0.9996002,0.0001071659,0.00001427576,0.0001220948,0.0000543299,0.0001019151],"domain_scores_gemma":[0.999027,0.000198041,0.0003409057,0.00005381877,0.0001546767,0.000225438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003200195,0.0002419073,0.7865477,0.0005343812,0.0005250103,0.001110922,0.01513593,0.01066378,0.0125471,0.0260726,0.007537197,0.1387635],"study_design_scores_gemma":[0.000006020232,0.00009983296,0.9628177,0.00008119638,0.00005681436,0.0005055317,0.004245463,0.006517645,0.0002050278,0.01349149,0.01191828,0.00005486649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756556,0.00749084,0.001987342,0.003496377,0.00005668836,0.00001469795,0.0005029937,0.00004670125,0.01074876],"genre_scores_gemma":[0.9938284,0.003939333,0.0007155396,0.0003626494,0.00005446721,0.00001338436,0.0002446327,0.00001627658,0.0008253119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006928493,"threshold_uncertainty_score":0.01377636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239905900681553,"score_gpt":0.2950895736648328,"score_spread":0.2426905146580173,"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."}}