{"id":"W2003769631","doi":"10.1080/07060661.2012.722130","title":"Virulence of<i>Puccinia striiformis</i>on wheat and barley in central Alberta","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Agriculture Food and Rural Development","funders":"Alberta Crop Industry Development Fund","keywords":"Puccinia striiformis; Virulence; Biology; Cultivar; Veterinary medicine; Stripe rust; Horticulture; Gene; Botany; Plant disease resistance; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002859299,0.00009346542,0.0002288334,0.0000574591,0.00004951203,0.000009006802,0.0001363393,0.0001244521,0.0001384455],"category_scores_gemma":[0.00005242887,0.00004043523,0.00004397074,0.00009567141,0.00008283026,0.00006236674,0.000009821071,0.0001644856,0.000003664754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000166636,"about_ca_system_score_gemma":0.00005159086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502335,"about_ca_topic_score_gemma":0.08676758,"domain_scores_codex":[0.9990686,0.00008739966,0.0002750413,0.00008944779,0.00005958729,0.0004199888],"domain_scores_gemma":[0.9992859,0.0001388615,0.0001070464,0.00003185791,0.00002849469,0.0004078462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008698082,0.00005899231,0.793146,0.00001007182,0.000009893296,0.0004192801,0.0008836683,0.000009628873,0.1833998,0.001244047,0.001217615,0.01951398],"study_design_scores_gemma":[0.0002646465,0.0007430176,0.9782566,0.00004694637,0.00001217535,0.001544478,0.0001798287,0.000005313284,0.00476357,0.0002207333,0.01383406,0.0001286065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969959,0.0013515,8.102786e-7,0.0004782772,0.0003456225,0.00004892352,0.0001492609,8.103142e-7,0.0006289168],"genre_scores_gemma":[0.9992096,0.0002581235,0.00003666746,0.000235499,0.0002123347,5.876968e-7,0.00001474506,7.360509e-7,0.00003166944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1851106,"threshold_uncertainty_score":0.9298965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352410472945428,"score_gpt":0.1885898744924911,"score_spread":0.1750657697630368,"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."}}