{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004423684,0.0002157783,0.0002597102,0.00004194342,0.000241301,0.0001081317,0.0003299654,0.00007092573,0.000646215],"category_scores_gemma":[0.0001622078,0.00009181425,0.00002018221,0.0004744734,0.0001834904,0.00006528949,0.00009538045,0.0003389567,0.00001760605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002635878,"about_ca_system_score_gemma":0.0009270181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999471,"about_ca_topic_score_gemma":0.9999998,"domain_scores_codex":[0.9981341,0.0001697137,0.0003037443,0.0003677868,0.0001980942,0.0008265224],"domain_scores_gemma":[0.9992049,0.0002061083,0.00008846412,0.0001035546,0.00005832921,0.000338584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001579664,0.00001416674,0.9767898,0.000003275352,0.000006067935,0.00004861053,0.001037552,0.000007504837,0.00009770738,0.00003439157,0.001788325,0.02015678],"study_design_scores_gemma":[0.0002599684,0.00004979242,0.9378186,0.00002235384,0.000005285482,0.00001006132,0.001610802,0.00002559433,0.00003784041,0.0001140318,0.05981504,0.0002305565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917354,0.0001601985,6.165895e-8,0.00348201,0.0001669109,0.0002870434,0.0002256292,0.00001438279,0.003928348],"genre_scores_gemma":[0.9981405,0.00006271379,0.00000645698,0.001257086,0.00003838399,0.00003356401,0.000113909,0.000001334992,0.0003460797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05802671,"threshold_uncertainty_score":0.7075602,"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."}}