{"id":"W3137927038","doi":"10.1002/eap.2326","title":"Successful biological control of winter moth, <i>Operophtera brumata</i>, in the northeastern United States","year":2021,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Animal and Plant Health Inspection Service; U.S. Forest Service","keywords":"Biology; Biological pest control; Ecology; Lepidoptera genitalia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003201655,0.0001647425,0.000092654,0.000247722,0.0006490233,0.0003639119,0.0004224249,0.0001502328,0.0004179946],"category_scores_gemma":[0.0003418692,0.0001050902,0.00007798458,0.0001459955,0.0002729998,0.0001546838,0.0004262135,0.0001946598,0.00005037766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622744,"about_ca_system_score_gemma":0.001238682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3039452,"about_ca_topic_score_gemma":0.721676,"domain_scores_codex":[0.9998318,0.00002778949,0.000008803524,0.00004057507,0.00005233981,0.00003868803],"domain_scores_gemma":[0.9996178,0.00002669182,0.0001120444,0.00002038301,0.000120691,0.0001023492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004041846,0.0004021936,0.8288527,0.0001411218,0.0001565404,0.0007192678,0.001454956,0.0008009028,0.1085739,0.000164094,0.002135513,0.05619456],"study_design_scores_gemma":[0.00001511785,0.0003093844,0.991742,0.00002363866,0.00003873825,0.0001037245,0.0008633758,0.0006988727,0.003391952,0.00001795493,0.002787847,0.000007388729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985228,0.0003434493,0.00009055335,0.00006808689,0.000004757665,0.00001622756,0.00006399961,0.000008865097,0.000881278],"genre_scores_gemma":[0.998877,0.0002428374,0.0002548951,0.00008376172,0.000001963392,0.00000620633,0.0001073052,0.000001006581,0.0004251413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3039452,"threshold_uncertainty_score":0.6043521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058890631883258,"score_gpt":0.2214265261263333,"score_spread":0.2008376198075008,"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."}}