{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003166098,0.0002913131,0.0002047969,0.001171621,0.0009551015,0.0008318615,0.0004272934,0.0001665942,0.0004545721],"category_scores_gemma":[0.0002828295,0.0001914742,0.000147938,0.001351716,0.000461836,0.0001383109,0.0003928898,0.0002261996,0.00009328193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007330683,"about_ca_system_score_gemma":0.003259316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8538875,"about_ca_topic_score_gemma":0.9226532,"domain_scores_codex":[0.999698,0.00001567351,0.00001159212,0.00005778186,0.00009914641,0.0001177971],"domain_scores_gemma":[0.9994982,0.00003652309,0.00009465648,0.00001693269,0.0002046215,0.0001490886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001107734,0.0001473457,0.7985128,0.00008812772,0.00007694161,0.001431533,0.00183965,0.0009364173,0.178762,0.0002143997,0.0006934764,0.01618953],"study_design_scores_gemma":[0.000005476405,0.00005790759,0.9961473,0.00000555497,0.000008554298,0.0001098454,0.0008436673,0.0001737681,0.001811438,0.000009138531,0.0008228817,0.000004443722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986061,0.0001462332,0.00005297631,0.00001675178,0.000002012971,0.000006373958,0.0002692515,0.000007298745,0.0008929824],"genre_scores_gemma":[0.9983923,0.0001274941,0.0001183945,0.00002132296,0.000001201315,0.000002612396,0.0007407952,0.000002438455,0.0005934362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1461125,"threshold_uncertainty_score":0.2939459,"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."}}