{"id":"W3199258241","doi":"10.3897/neobiota.68.68915","title":"Diversity and distribution of cytochrome oxidase I (COI) haplotypes of the brown marmorated stink bug, Halyomorpha halys Stål (Hemiptera, Pentatomidae), along the eastern front of its invasive range in Eurasia","year":2021,"lang":"en","type":"article","venue":"NeoBiota","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Russian Science Foundation","keywords":"Haplotype; Pentatomidae; Genetic diversity; Biology; Context (archaeology); Range (aeronautics); Geography; Zoology; Population; Genotype; Hemiptera; Demography; Genetics; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002023351,0.0001443595,0.0003208706,0.000008650894,0.0003149971,0.00001250279,0.0002943502,0.00007285551,0.0001262136],"category_scores_gemma":[0.0002195768,0.00005315154,0.00009482641,0.0003296347,0.0002592594,0.00008495091,0.001174232,0.000124683,0.000002870521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003395569,"about_ca_system_score_gemma":0.00001984021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002795296,"about_ca_topic_score_gemma":0.008297014,"domain_scores_codex":[0.9988202,0.0001913873,0.0003279308,0.0002397089,0.0002410121,0.0001797576],"domain_scores_gemma":[0.9990862,0.0002784952,0.0002526359,0.0001142392,0.0002294937,0.0000389475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005613544,0.00008953043,0.7057514,0.00005685378,0.00004178739,0.00001153911,0.0009752436,0.000001696741,0.291801,0.00001259444,0.000108642,0.001093624],"study_design_scores_gemma":[0.0003253928,0.00006721921,0.8771818,0.0001490221,0.00003883935,0.000007177324,0.0005549405,0.00003670012,0.1214677,0.00001549225,0.00007323962,0.0000825313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974056,0.00110382,8.218807e-7,0.0007444338,0.00004997868,0.0002853179,0.0003080747,0.000008139489,0.00009374087],"genre_scores_gemma":[0.9995964,0.0001845128,0.000004760127,0.00006365296,0.0000236369,0.000005118239,0.00004086383,0.000001065076,0.00008002794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1714304,"threshold_uncertainty_score":0.4629928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810830683997494,"score_gpt":0.2121550828796182,"score_spread":0.1840467760396432,"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."}}