{"id":"W2110348207","doi":"10.1564/23oct07","title":"Pest Status of the Brown Marmorated Stink Bug, <i>Halyomorpha Halys</i> in the USA","year":2012,"lang":"en","type":"article","venue":"Outlooks on Pest Management","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":361,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Animal and Plant Health Inspection Service; National Institute of Food and Agriculture; United Soybean Board; U.S. Department of Agriculture","keywords":"PEST analysis; Pentatomidae; Biology; Agronomy; Horticulture; Ecology; Heteroptera","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":[0.0002282595,0.0001074173,0.0001008178,0.0005916503,0.0002709381,0.0003613263,0.0001104903,0.0001550881,0.0009440257],"category_scores_gemma":[0.0002758561,0.00005735788,0.00009218349,0.000406912,0.000158658,0.0002709838,0.0001643178,0.0001708858,0.0001087069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006433495,"about_ca_system_score_gemma":0.0003277314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06249861,"about_ca_topic_score_gemma":0.1857173,"domain_scores_codex":[0.999887,0.00001613628,0.0000116573,0.0000183127,0.000042009,0.0000248742],"domain_scores_gemma":[0.9996396,0.00002840269,0.0001331609,0.00000575188,0.0001364056,0.00005662703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002776339,0.0001134993,0.9394148,0.0001036656,0.00005826486,0.000341721,0.0005285233,0.0001520844,0.01130488,0.0001556845,0.003186405,0.04436279],"study_design_scores_gemma":[0.000002458182,0.0001310647,0.9959539,0.00002496308,0.000023857,0.0001440134,0.0003730983,0.0001237906,0.0008506905,0.00002431749,0.002343397,0.000004402311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919944,0.001626465,0.00007023727,0.0003204176,0.000009168931,0.000008576226,0.0007490508,0.0000132467,0.005208443],"genre_scores_gemma":[0.9967468,0.001322154,0.0001131937,0.0001105719,0.000009068242,0.000003699974,0.0008131396,0.00000128996,0.0008801355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06249861,"threshold_uncertainty_score":0.1242697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351154400252097,"score_gpt":0.2371894877501039,"score_spread":0.2036779437475829,"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."}}