{"id":"W2015713391","doi":"10.1080/07060660409507126","title":"Physiologic specialization of<i>Puccinia graminis</i>on wheat, barley, and oat in Canada in 2001","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Stem rust; Biology; Cultivar; Puccinia; Agronomy; Hordeum vulgare; Population; Rust (programming language); Poaceae; Horticulture; Mildew","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":[0.000196686,0.00009432466,0.0002701783,0.00007448051,0.0000365969,0.000007080125,0.0001142518,0.00009441629,0.00007317158],"category_scores_gemma":[0.0000444267,0.00004452583,0.00002686668,0.0001746566,0.00005920339,0.00002654434,0.000007768377,0.0001513136,9.755544e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052477,"about_ca_system_score_gemma":0.0005039025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6353267,"about_ca_topic_score_gemma":0.9983733,"domain_scores_codex":[0.9991196,0.0000897206,0.0003208593,0.0001248589,0.00006313578,0.0002817764],"domain_scores_gemma":[0.9995701,0.00007199586,0.0001185627,0.00002910531,0.00003329341,0.0001769159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001404426,0.00008111745,0.7942046,0.00001828949,0.000009508172,0.005458169,0.0004371105,0.001239778,0.1823984,0.001458116,0.001900597,0.01265384],"study_design_scores_gemma":[0.0003974882,0.0006146333,0.9928435,0.00005487081,0.000004536022,0.0004890547,0.0001267947,0.000005862118,0.001768469,0.001579094,0.002006984,0.0001086986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980814,0.000389056,8.576343e-7,0.0007868749,0.0002505496,0.0000627624,0.0001505344,6.236173e-7,0.000277343],"genre_scores_gemma":[0.9990442,0.0004077503,0.0000342424,0.0003504879,0.0001241407,8.399343e-7,0.00002952173,7.525877e-7,0.000008105026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3630465,"threshold_uncertainty_score":0.3671016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432685508963907,"score_gpt":0.1783219417351309,"score_spread":0.1639950866454918,"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."}}