{"id":"W2317127459","doi":"10.4039/tce.2014.4","title":"Brown marmorated stink bug (Hemiptera: Pentatomidae) in Canada: recent establishment, occurrence, and pest status in southern Ontario","year":2014,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Ministry of Agriculture, Food and Rural Affairs; Agriculture and Agri-Food Canada","funders":"Grain Farmers of Ontario","keywords":"Pentatomidae; Overwintering; Hemiptera; PEST analysis; Phenology; Integrated pest management; Biology; Heteroptera; Geography; Ecology; Horticulture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002405685,0.0002075199,0.0001863162,0.001039159,0.001828403,0.0007240715,0.000462151,0.0002058154,0.001342294],"category_scores_gemma":[0.0004998592,0.0002216851,0.0001753723,0.001659352,0.0006388403,0.0003224267,0.000481225,0.0002801426,0.0001425335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01418836,"about_ca_system_score_gemma":0.01024593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919227,"about_ca_topic_score_gemma":0.9983677,"domain_scores_codex":[0.9997488,0.00001290522,0.00001178258,0.00004345815,0.0001083633,0.00007470723],"domain_scores_gemma":[0.9987602,0.00003850622,0.000284316,0.0000197672,0.0005731643,0.0003239985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004000907,0.00002302368,0.9905931,0.00005410486,0.00002973207,0.0001232546,0.001749667,0.00007068546,0.001175496,0.00003807065,0.0007754611,0.005327306],"study_design_scores_gemma":[0.000001445562,0.00001107153,0.9979039,0.00001426059,0.000008573487,0.00003193854,0.001076653,0.00007670005,0.0000549502,0.000003759432,0.0008136936,0.000002939737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964234,0.0005959572,0.00007290607,0.0001207428,0.000006137682,0.00002013676,0.0009822961,0.00000722498,0.001771178],"genre_scores_gemma":[0.9975492,0.0004724437,0.0001653197,0.00004932375,0.000003092702,0.000009883593,0.0005853792,0.000002505713,0.001162823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418836,"threshold_uncertainty_score":0.1029443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333519990880973,"score_gpt":0.2039503814057971,"score_spread":0.1806151814969874,"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."}}