{"id":"W4410859465","doi":"10.3897/neobiota.99.151227","title":"Insect invasion success depends on taxon and trophic group","year":2025,"lang":"en","type":"article","venue":"NeoBiota","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"Research Executive Agency; U.S. Forest Service; European Commission; National Socio-Environmental Synthesis Center; U.S. Department of Agriculture; Universitetet i Bergen; National Science Foundation","keywords":"Trophic level; Taxon; Group (periodic table); Ecology; Biology; Insect; Evolutionary biology; Zoology; Geography; Chemistry","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":[0.00008281021,0.0001117066,0.00009960407,0.00005461824,0.0001431921,0.00001787264,0.0001036664,0.0002175117,0.00003492508],"category_scores_gemma":[0.00001943863,0.00009717476,0.00004201306,0.00006826576,0.00006073395,0.000002623323,0.0000830709,0.0001144667,0.000009925579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007133197,"about_ca_system_score_gemma":0.00002268284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002013953,"about_ca_topic_score_gemma":0.0001228764,"domain_scores_codex":[0.9993973,0.00003792563,0.0001013066,0.0002636488,0.00003962008,0.0001601758],"domain_scores_gemma":[0.9997244,0.00001004231,0.00002763939,0.0001881743,0.00001680215,0.00003288559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001901444,0.000109826,0.03920959,0.00001696303,0.00001677344,0.000009744715,0.000008357697,0.000001168533,0.9477389,0.0004897726,0.001588213,0.01062057],"study_design_scores_gemma":[0.001384703,0.001098466,0.2400507,0.00004095854,0.00004869813,0.00002421449,0.00002083065,0.00001525513,0.7317358,0.0001649669,0.02512373,0.0002917388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967401,0.0002850873,0.00003532517,0.0001921489,0.0002758778,0.0001111806,0.000006092175,0.00001243477,0.002341773],"genre_scores_gemma":[0.9972222,0.0001443036,0.00005374233,0.0009332106,0.00009406111,0.00001793996,0.00006252796,0.000007007169,0.001465038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2160031,"threshold_uncertainty_score":0.3962672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105492865228202,"score_gpt":0.2457035289026628,"score_spread":0.2351542423798426,"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."}}