{"id":"W2155621737","doi":"10.1603/ipm14002","title":"Biology, Ecology, and Management of Brown Marmorated Stink Bug (Hemiptera: Pentatomidae)","year":2014,"lang":"en","type":"article","venue":"Journal of Integrated Pest Management","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":446,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Ministry of Agriculture, Food and Rural Affairs","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Pentatomidae; PEST analysis; Biology; Hemiptera; Integrated pest management; Ecology; Invasive species; Generalist and specialist species; Herbivore; Habitat; Botany","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001865236,0.0002554379,0.0001322698,0.0004195013,0.0004225437,0.0004608785,0.000270275,0.0003230275,0.0007016296],"category_scores_gemma":[0.0002865026,0.000161784,0.0001402855,0.0001585245,0.000468225,0.000465748,0.0003018044,0.0002534404,0.0001489633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005398634,"about_ca_system_score_gemma":0.0003854755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00982233,"about_ca_topic_score_gemma":0.0239745,"domain_scores_codex":[0.9998193,0.00003165482,0.00001129672,0.00005081916,0.00003219308,0.00005465766],"domain_scores_gemma":[0.9998054,0.0000115782,0.00007590349,0.000004579194,0.00003402902,0.00006842245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002205767,0.0008045807,0.8174475,0.0002700326,0.00005901052,0.000842255,0.002246052,0.0003819739,0.09900068,0.0004178136,0.002747012,0.0755625],"study_design_scores_gemma":[0.000004318754,0.000284113,0.9965644,0.00001095798,0.0000116433,0.0002792274,0.0006414174,0.0003208364,0.0007218028,0.00005747739,0.001098949,0.000004886957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969995,0.001122611,0.0001405557,0.0001612463,0.0000112291,0.00001676175,0.00005077268,0.00001191691,0.001485521],"genre_scores_gemma":[0.9984282,0.0005936002,0.0002600124,0.00009130916,0.00001043204,0.00001083122,0.00006998085,0.000001678865,0.0005338393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00982233,"threshold_uncertainty_score":0.01953036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497348748475261,"score_gpt":0.2339916392070277,"score_spread":0.2190181517222751,"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."}}