{"id":"W3017048440","doi":"10.1002/csc2.20162","title":"Characterizing resistance to soybean cyst nematode in PI 494182, an early maturing soybean accession","year":2020,"lang":"en","type":"article","venue":"Crop Science","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Université Laval; Grain Research Centre; Agriculture and Agri-Food Canada","funders":"","keywords":"Soybean cyst nematode; Biology; Quantitative trait locus; Heterodera; Genetics; Population; Locus (genetics); Genotyping; Allele; Gene; Genotype; Nematode","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003353261,0.000162759,0.0002012899,0.00004444803,0.0005840444,0.0005586999,0.0008246476,0.00003323838,0.00008249465],"category_scores_gemma":[0.00007810299,0.00007600687,0.00003332974,0.001656511,0.0001398979,0.001102742,0.0004176536,0.0001077601,0.00009240321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002951876,"about_ca_system_score_gemma":0.00001043819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003509713,"about_ca_topic_score_gemma":0.0002070744,"domain_scores_codex":[0.9982558,0.00003830587,0.000279144,0.0006170032,0.0003667964,0.0004429164],"domain_scores_gemma":[0.9994431,0.00002629892,0.0001090973,0.00009777832,0.00007244825,0.0002512446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003393074,0.0000271947,0.01241123,0.00001700926,0.000001162217,0.00001601788,0.001190848,0.000001562555,0.9825007,0.000451454,0.00009632823,0.003252512],"study_design_scores_gemma":[0.0001417072,0.0001039,0.9570634,0.0001278084,0.000003648303,9.194474e-7,0.001402681,0.0001549385,0.03512467,0.0001036605,0.005403206,0.0003694987],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900677,0.00001960001,0.00002615838,0.007231578,0.000119634,0.0002355691,0.000008773842,0.0001194719,0.002171568],"genre_scores_gemma":[0.997169,0.000008472588,0.0001442911,0.00220565,0.000167086,0.00001654007,0.0000104156,0.00000179636,0.0002767115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9473761,"threshold_uncertainty_score":0.5387557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03801926018452977,"score_gpt":0.2614137566112571,"score_spread":0.2233944964267273,"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."}}