{"id":"W2117141523","doi":"10.1080/07060661.2011.536650","title":"Races of<i>Puccinia graminis</i>on barley, oat and wheat in Canada in 2006","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Stem rust; Avena; Puccinia; Hordeum vulgare; Biology; Virulence; Cultivar; Pathogen; Poaceae; Agronomy; Rust (programming language); Mildew; Botany; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003117358,0.00009617605,0.0002719286,0.00007918588,0.00004295378,0.00001000009,0.000147233,0.0001174285,0.0001199758],"category_scores_gemma":[0.00005379642,0.00004387334,0.00002735663,0.0001257118,0.00007878056,0.00002701703,0.000009176403,0.0003217831,9.836373e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002740933,"about_ca_system_score_gemma":0.0003380191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7031183,"about_ca_topic_score_gemma":0.99963,"domain_scores_codex":[0.9991171,0.00008812669,0.0003214931,0.0001225864,0.00006757122,0.0002831265],"domain_scores_gemma":[0.9994268,0.0001614187,0.0001078182,0.00003583593,0.00003410779,0.0002340643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003716383,0.00001657648,0.8497452,0.000004752979,0.000002988239,0.002090234,0.0001399927,0.00001158965,0.1360469,0.0001833402,0.001203475,0.01051774],"study_design_scores_gemma":[0.0002394114,0.0003343626,0.9846271,0.00002617708,0.000004349327,0.0009833258,0.00009975961,0.000007133479,0.00247798,0.0001976779,0.0109009,0.0001017701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973831,0.0004273028,9.340275e-8,0.0009441224,0.0004704412,0.00005181274,0.000269678,5.273283e-7,0.0004529676],"genre_scores_gemma":[0.9994362,0.0001509917,0.00002902594,0.0002465326,0.0001002603,8.686175e-7,0.00001434049,7.874983e-7,0.00002101354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2965116,"threshold_uncertainty_score":0.2988586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007354300201142994,"score_gpt":0.16861282761078,"score_spread":0.161258527409637,"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."}}