{"id":"W4402721881","doi":"10.1094/php-08-24-0080-rs","title":"Known Distribution of the Soybean Cyst Nematode, <i>Heterodera glycines</i> , in the United States and Canada Through 2023","year":2024,"lang":"en","type":"article","venue":"Plant Health Progress","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heterodera; Soybean cyst nematode; Biology; Nematode; Agronomy; Cyst; Nematology; Botany; Ecology","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":[0.0001967697,0.0002892748,0.000201176,0.003486939,0.001791301,0.001180311,0.0005760638,0.0002637898,0.004410405],"category_scores_gemma":[0.0006187776,0.0001616024,0.0004403277,0.006918468,0.0004309842,0.0003446754,0.0005208548,0.0003980077,0.0005881162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01690631,"about_ca_system_score_gemma":0.02308803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936294,"about_ca_topic_score_gemma":0.9963163,"domain_scores_codex":[0.9996339,0.000009819003,0.00002140981,0.00005798859,0.0001557376,0.0001210481],"domain_scores_gemma":[0.998428,0.00005127462,0.000208013,0.00002129314,0.00101147,0.0002800328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001566474,0.00004473874,0.8477156,0.0005612309,0.0001926561,0.0009621785,0.001982822,0.0006517424,0.002008152,0.001357773,0.06174797,0.08261864],"study_design_scores_gemma":[0.000006568157,0.00001138572,0.9714078,0.0001306612,0.00003390586,0.0002030283,0.001080941,0.0001981214,0.0002177308,0.00005774835,0.02663403,0.00001803588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7189256,0.02073693,0.0006410647,0.003574242,0.0001600085,0.0001262991,0.1628358,0.0003276252,0.09267241],"genre_scores_gemma":[0.9260677,0.01493676,0.001450631,0.001118529,0.0000324956,0.00005756119,0.04007355,0.00004650249,0.01621643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01690631,"threshold_uncertainty_score":0.1226645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052113312360774,"score_gpt":0.2500119600335982,"score_spread":0.2294908269099905,"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."}}