{"id":"W4225890197","doi":"10.1093/ee/nvac031","title":"Predation and Climate Limit Establishment Success of the Kyushu Strain of the Biological Control Agent<i>Aphalara itadori</i>(Hemiptera: Aphalaridae) in the Northeastern United States","year":2022,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Animal and Plant Health Inspection Service; U.S. Department of Agriculture","keywords":"Biology; Predation; Hemiptera; Biological pest control; Predator; Ecology; Limiting; Strain (injury); Ecological niche; Niche; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006370697,0.0001676351,0.0002471744,0.00001799932,0.0002548051,0.00001796197,0.0006625486,0.00008563929,0.0003888642],"category_scores_gemma":[0.00005192848,0.00004901929,0.0001254939,0.0002631422,0.0006644438,0.00005520325,0.0005637272,0.0002905173,0.000001228103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005236856,"about_ca_system_score_gemma":0.000003717906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000307114,"about_ca_topic_score_gemma":0.0003635467,"domain_scores_codex":[0.9976048,0.00109772,0.0003950567,0.0002872102,0.0003160318,0.0002992066],"domain_scores_gemma":[0.9989444,0.0005632275,0.0003120313,0.0001394547,0.000009272373,0.00003162348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001661608,0.0004428256,0.828454,0.000006196269,0.00003278318,0.000007493893,0.0004256218,0.0004347063,0.1651497,0.0006849864,0.00001449584,0.004181105],"study_design_scores_gemma":[0.0005497274,0.0005403609,0.9931578,0.000005728106,0.00001958154,0.00002754205,0.002154569,0.0001225003,0.001372749,0.0003470228,0.001604811,0.00009760225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993901,0.0003220219,0.000001284655,0.004022941,0.0001063068,0.0006315209,0.0009120579,0.000007038087,0.00009586071],"genre_scores_gemma":[0.9980906,0.0001634925,0.000003707925,0.001445113,0.00002256068,0.00007807193,0.0001766809,0.000001235241,0.00001850516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1647039,"threshold_uncertainty_score":0.4257791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254217036601712,"score_gpt":0.1870720292371905,"score_spread":0.1745298588711734,"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."}}