{"id":"W4250017956","doi":"10.1094/php-10-20-0094-br","title":"Known Distribution of the Soybean Cyst Nematode, <i>Heterodera glycines</i>, in the United States and Canada in 2020","year":2021,"lang":"en","type":"article","venue":"Plant Health Progress","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soybean cyst nematode; Heterodera; Agriculture; Distribution (mathematics); Census; Nematode; Biology; Geography; Rural area; Ecology; Environmental health; Political science; Population; Medicine","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":[0.0003628897,0.0002704415,0.00021483,0.002999194,0.001568264,0.001043973,0.0005350926,0.0001908842,0.001499947],"category_scores_gemma":[0.0007526206,0.0001554232,0.0002907773,0.00461611,0.0003775677,0.0003025681,0.0004762824,0.0003207618,0.000213203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01688091,"about_ca_system_score_gemma":0.02203927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943005,"about_ca_topic_score_gemma":0.9978096,"domain_scores_codex":[0.9995609,0.00001992285,0.00002910147,0.00007859354,0.0001886832,0.0001228918],"domain_scores_gemma":[0.9983824,0.00005063445,0.0001925097,0.0000233422,0.001041508,0.000309551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009454739,0.00003237047,0.9473506,0.0003146619,0.0001351672,0.0004685556,0.001506536,0.0003806405,0.001856973,0.0005551091,0.01300042,0.03430441],"study_design_scores_gemma":[0.000003382089,0.00001476548,0.9875247,0.00008347852,0.00003362537,0.0001569674,0.001263584,0.0001719984,0.0002142317,0.00003122826,0.01048722,0.00001472572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8809546,0.01449614,0.0005743117,0.00169867,0.00007114319,0.0001208474,0.07197738,0.0001177744,0.02998929],"genre_scores_gemma":[0.9685416,0.008686592,0.00133629,0.0006446916,0.00001495142,0.00004007261,0.01591622,0.00001703127,0.004802586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01688091,"threshold_uncertainty_score":0.1224802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443866077767286,"score_gpt":0.2295430085780153,"score_spread":0.2151043478003424,"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."}}