{"id":"W2473509182","doi":"10.1007/s10340-015-0670-2","title":"Range expansion of the invasive brown marmorated stinkbug, Halyomorpha halys: an increasing threat to field, fruit and vegetable crops worldwide","year":2015,"lang":"en","type":"article","venue":"Journal of Pest Science","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":239,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Pentatomidae; Biological dispersal; Biology; PEST analysis; Invasive species; Hemiptera; Range (aeronautics); Ecology; Introduced species; Integrated pest management; Agroforestry; Botany; Engineering; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001436953,0.0001221667,0.0001113774,0.0003896317,0.0003102024,0.0002900773,0.0002032631,0.0002323645,0.001167049],"category_scores_gemma":[0.0001801834,0.00006124078,0.0001074306,0.0001764738,0.0002879304,0.0002406679,0.0004093054,0.0002972998,0.0001492831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458018,"about_ca_system_score_gemma":0.0002198448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005957662,"about_ca_topic_score_gemma":0.01430257,"domain_scores_codex":[0.9999194,0.00001474065,0.000004538776,0.00001635911,0.00002370839,0.00002118763],"domain_scores_gemma":[0.9998642,0.00002029356,0.00004111519,0.000007349169,0.00002184767,0.00004517916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006864102,0.0002103963,0.5011362,0.0001732681,0.00008427395,0.002436336,0.004138569,0.0006274381,0.4105055,0.000886491,0.001353582,0.07776153],"study_design_scores_gemma":[0.00001083746,0.0002624488,0.9890053,0.0000179696,0.00003289581,0.001851521,0.002792894,0.0006870797,0.002847112,0.0001549841,0.002328238,0.000008739028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987774,0.00009889767,0.00004785267,0.00003160486,0.000001693925,0.00000200633,0.00001782354,0.000004130911,0.001018463],"genre_scores_gemma":[0.9994972,0.00008502269,0.00008527067,0.00003127255,0.000002127085,0.000002056118,0.00004350928,0.000001226631,0.0002521891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005957662,"threshold_uncertainty_score":0.01184595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04463411801357821,"score_gpt":0.259061815871556,"score_spread":0.2144276978579778,"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."}}