{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002664782,0.0001875875,0.0002768316,0.00002430914,0.00009002662,0.00003661222,0.0002838056,0.0002045864,0.000106253],"category_scores_gemma":[0.0001338892,0.0000815013,0.0001072031,0.0001936649,0.0001305422,0.0001780379,0.00008265623,0.0001505437,0.00003928242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005433941,"about_ca_system_score_gemma":0.00001306012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000387945,"about_ca_topic_score_gemma":0.0009541584,"domain_scores_codex":[0.9985649,0.00007048365,0.00021791,0.0003934509,0.0001599933,0.0005932496],"domain_scores_gemma":[0.9993474,0.0001160384,0.0001051783,0.0001039142,0.0001888986,0.0001386066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001269746,0.0006230478,0.08995004,0.00005359025,0.00004649652,0.0001315089,0.0008296792,9.902891e-7,0.7794899,0.02799725,0.03497585,0.06463189],"study_design_scores_gemma":[0.002363193,0.01402198,0.582354,0.0001142986,0.000178429,0.0002680733,0.0009555696,0.00001717679,0.1331249,0.03103828,0.2341312,0.001432969],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944518,0.0001216171,0.000006065341,0.002355818,0.0003823413,0.0008764988,0.0002092002,0.0001939927,0.001402664],"genre_scores_gemma":[0.995914,0.0001035499,0.0001565806,0.0003821452,0.0007252835,0.0004632676,0.0001481297,0.000002509091,0.002104474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.646365,"threshold_uncertainty_score":0.3323526,"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."}}