{"id":"W2749524519","doi":"10.1038/s41598-017-10315-z","title":"Global invasion network of the brown marmorated stink bug, Halyomorpha halys","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; New Jersey Agricultural Experiment Station; Ohio State University; Michigan State University; College of Engineering, Michigan State University; U.S. Department of Agriculture","keywords":"Invasive species; Range (aeronautics); Agriculture; Introduced species; Geography; Habitat; China; PEST analysis; Approximate Bayesian computation; Biology; Ecology; Archaeology; Population; Demography","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":[0.0003353485,0.0001329828,0.0001527944,0.001370727,0.0003167423,0.0003954012,0.0001293424,0.0001423334,0.0009151974],"category_scores_gemma":[0.0006084159,0.00009299666,0.0001704317,0.0008653199,0.0003450123,0.0003342458,0.0004152467,0.0001668275,0.00007902733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207836,"about_ca_system_score_gemma":0.0002559532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009914161,"about_ca_topic_score_gemma":0.02080928,"domain_scores_codex":[0.999836,0.00003079833,0.00001218271,0.00006137579,0.00003090036,0.00002876307],"domain_scores_gemma":[0.999661,0.00004129516,0.0001560332,0.00002212043,0.00006361021,0.00005603349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007296221,0.00002103074,0.9795042,0.00005212396,0.00008317082,0.0001636039,0.0009075002,0.0007788687,0.00636126,0.0003410041,0.0004087203,0.0113056],"study_design_scores_gemma":[0.000002013027,0.00002487988,0.9973378,0.000007560413,0.00002877747,0.0001732628,0.0004930448,0.001083357,0.0001815276,0.00008279834,0.0005813675,0.000003656946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999028,0.0000922043,0.0001844945,0.00002196748,0.000001464867,0.000003974466,0.0002460093,0.000006801621,0.0004151345],"genre_scores_gemma":[0.998973,0.00006316457,0.0003252096,0.000008192728,0.000001370615,0.000005509709,0.0004900766,0.000001815021,0.0001316012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009914161,"threshold_uncertainty_score":0.01971292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491380010653885,"score_gpt":0.2405516374740962,"score_spread":0.2056378373675573,"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."}}