{"id":"W1969579518","doi":"10.1080/07060661.2013.775184","title":"Virulence phenotypes of<i>Puccinia striiformis</i>in Alberta from 2009–2011","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development","funders":"Alberta Crop Industry Development Fund","keywords":"Triticale; Virulence; Biology; Puccinia striiformis; Veterinary medicine; Horticulture; Gene; Cultivar; Botany; 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":[0.0002544816,0.0002484806,0.0001604815,0.0008711063,0.0007714847,0.0006291338,0.0003372137,0.0001423603,0.0004738995],"category_scores_gemma":[0.0002620034,0.0001484252,0.0001695305,0.00117767,0.0003092,0.0001282747,0.0002826287,0.0002343496,0.0001104969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005411285,"about_ca_system_score_gemma":0.003483375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8407921,"about_ca_topic_score_gemma":0.925357,"domain_scores_codex":[0.9997825,0.00000686576,0.000007512439,0.00003779995,0.00008424207,0.00008103041],"domain_scores_gemma":[0.99955,0.00001508283,0.00008322531,0.00001208815,0.0002527184,0.00008686418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006384642,0.0001016966,0.8743704,0.00007563061,0.00006646493,0.001275717,0.001271182,0.0007369001,0.1037935,0.0001407926,0.001161017,0.01636813],"study_design_scores_gemma":[0.000002789553,0.0000329731,0.9962723,0.000004874109,0.000008702092,0.0001071885,0.0004573194,0.0001409284,0.001619681,0.000006441001,0.001343032,0.000003816709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997476,0.000144814,0.0001069744,0.00002998418,0.000005953272,0.0000141602,0.0009108846,0.00000988911,0.00130131],"genre_scores_gemma":[0.9950777,0.0001880551,0.0002857773,0.00002814843,0.000002883906,0.000004420658,0.00281297,0.000003747301,0.001596268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1592079,"threshold_uncertainty_score":0.3202909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077204624036623,"score_gpt":0.1720218779523286,"score_spread":0.1612498317119624,"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."}}