{"id":"W2623595242","doi":"10.1079/cpc.27377.20210102987","title":"<i>Halyomorpha halys</i> (brown marmorated stink bug).","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overwintering; Nuisance; Ornamental plant; Geography; Crop; PEST analysis; Agroforestry; Archaeology; Forestry; Biology; Ecology; Horticulture","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":[0.0000522311,0.0002094681,0.0001159408,0.0003111674,0.0002649119,0.0002623681,0.0001318813,0.0001824859,0.007413979],"category_scores_gemma":[0.0001291467,0.0000755592,0.0001103646,0.0002181982,0.0001600488,0.0001943354,0.0002853775,0.000175845,0.001432164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992384,"about_ca_system_score_gemma":0.0001033531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004823661,"about_ca_topic_score_gemma":0.007315558,"domain_scores_codex":[0.9999518,0.000005290475,0.000003974611,0.00001605223,0.00001242568,0.00001050039],"domain_scores_gemma":[0.9999392,0.000006909218,0.00002266414,0.00000671101,0.00000798552,0.00001655988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008568158,0.0001364386,0.08292716,0.0006629144,0.0001056311,0.002835934,0.0003275389,0.0005098723,0.7526531,0.001954926,0.04261909,0.1144106],"study_design_scores_gemma":[0.00003158089,0.0005549805,0.8113875,0.00005902276,0.00007708738,0.006152343,0.0005025576,0.001637663,0.07910553,0.0004889239,0.09997371,0.00002894636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9572709,0.001270633,0.001720963,0.0005421881,0.0002627773,0.00006079487,0.005015858,0.0007963973,0.03305946],"genre_scores_gemma":[0.963789,0.000744709,0.00220726,0.0002042342,0.00005845529,0.00002423491,0.008537092,0.00006917906,0.0243659],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007413979,"threshold_uncertainty_score":0.02480227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717807977618963,"score_gpt":0.2301541417806587,"score_spread":0.192976062004469,"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."}}