{"id":"W1950544212","doi":"10.1111/aen.12162","title":"Advance, retreat, resettle? Climate change could produce a zero‐sum game for invasive species","year":2015,"lang":"en","type":"article","venue":"Austral Entomology","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Temperate climate; Biosecurity; Climate change; Subtropics; Range (aeronautics); Precipitation; Geography; Ecology; Species distribution; Arid; Environmental science; Biology; Meteorology","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":[0.0005209436,0.0002452827,0.0002521257,0.0002585516,0.0004729888,0.001387364,0.0006348124,0.0007783463,0.01074972],"category_scores_gemma":[0.001828304,0.0002010956,0.0004964515,0.0002154591,0.0009197255,0.00126475,0.0008597305,0.00065498,0.0002937997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171939,"about_ca_system_score_gemma":0.0005393393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607805,"about_ca_topic_score_gemma":0.02574593,"domain_scores_codex":[0.9998356,0.00006676008,0.000004755318,0.00002558947,0.00001307133,0.00005410306],"domain_scores_gemma":[0.9995435,0.0001857243,0.000104968,0.00002655086,0.00003144087,0.0001077401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003547124,0.0001291277,0.06685807,0.0001088904,0.0001288045,0.001088013,0.0004865681,0.8436851,0.003219713,0.06775212,0.004135161,0.01205374],"study_design_scores_gemma":[0.00006827103,0.0003484861,0.03076139,0.00003443303,0.00005812029,0.0003551706,0.001451816,0.9180235,0.0004893816,0.0429043,0.005436065,0.00006893299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588057,0.0001151888,0.0181292,0.001737445,0.00007942063,0.00003175476,0.0003579007,0.00007067974,0.02067271],"genre_scores_gemma":[0.9969128,0.00002951728,0.0009444139,0.00004690056,0.000003911156,0.00001062164,0.00002487604,0.00000596114,0.002020937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607805,"threshold_uncertainty_score":0.03596145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1272848745007888,"score_gpt":0.3119575017725125,"score_spread":0.1846726272717236,"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."}}