{"id":"W2030693476","doi":"10.1094/pdis.2001.85.2.155","title":"Physiologic Specialization of <i>Puccinia triticina</i> in Canada in 1998","year":2001,"lang":"en","type":"article","venue":"Plant Disease","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Solar Energy Technologies Office","keywords":"Rust (programming language); Biology; Virulence; Cultivar; Wheat leaf rust; Puccinia recondita; Poaceae; Agronomy; Horticulture; Botany; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00004113626,0.00005298138,0.0001068076,0.000009166882,0.00001530643,0.000003032725,0.0000690579,0.00001948894,0.00008410011],"category_scores_gemma":[0.00001340481,0.00002170684,0.00001717409,0.0001692168,0.00001072444,0.00001401459,0.0000125327,0.00003015656,0.000002312871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002088199,"about_ca_system_score_gemma":0.00004049628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2610259,"about_ca_topic_score_gemma":0.9144602,"domain_scores_codex":[0.9995154,0.00003749853,0.0001362791,0.0001095184,0.00006535901,0.0001359053],"domain_scores_gemma":[0.9998418,0.00004849328,0.00002499792,0.00002206404,0.000006624497,0.00005599615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002819063,0.0001605297,0.9381289,0.00001324546,0.000001323113,0.0002773958,0.00002467203,0.0001089574,0.05319152,0.0001254032,0.0009136211,0.006772474],"study_design_scores_gemma":[0.0001464614,0.00004930504,0.9952363,0.00001763679,0.000002634123,0.000001631461,0.00004798297,0.000183696,0.0003930974,0.0005246521,0.003328491,0.00006807657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987513,0.0002452467,1.686324e-7,0.0002956468,0.00005561097,0.00007318254,0.0001749808,0.000002831828,0.0004009769],"genre_scores_gemma":[0.9991767,0.0002784348,0.000002321411,0.0002461858,0.00007509319,0.000004041645,0.0001986421,2.413622e-7,0.00001835997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6534343,"threshold_uncertainty_score":0.7438949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406870635581742,"score_gpt":0.1837992153739571,"score_spread":0.1697305090181397,"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."}}