{"id":"W2056799524","doi":"10.1080/07060660909507601","title":"Testing for resistance to smut diseases of barley, oats and wheat in western Canada","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Crop Industry Development Fund; Agriculture and Agri-Food Canada","funders":"University of British Columbia; University of Saskatchewan","keywords":"Biology; Smut; Hordeum vulgare; Avena; Cultivar; Agronomy; Fungicide; Poaceae","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":[0.0001053239,0.00007072133,0.0001990728,0.00003512446,0.0000512725,0.0000118691,0.000122133,0.00003665667,0.000004195544],"category_scores_gemma":[0.000165949,0.00003512732,0.00002250022,0.0001115645,0.00002331097,0.00002902869,0.000003713541,0.00004828002,1.188324e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000407766,"about_ca_system_score_gemma":0.0003320973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0265799,"about_ca_topic_score_gemma":0.9846666,"domain_scores_codex":[0.9993371,0.00003501505,0.0002274579,0.00009847663,0.00006792693,0.0002339572],"domain_scores_gemma":[0.9992241,0.0001918531,0.00009277787,0.00002457885,0.00006961417,0.0003970614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002355707,0.00002713337,0.8792439,0.00003961521,0.00001001397,0.002763494,0.0001018846,0.00005110988,0.09149489,0.00007748246,0.009103172,0.01685173],"study_design_scores_gemma":[0.0001272183,0.000233607,0.9903391,0.0001157098,0.00001097257,0.0001175045,0.0000543698,0.000002201327,0.0003154223,0.0003220213,0.008281508,0.00008036437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941775,0.002454908,0.000001805335,0.0012778,0.00006181807,0.00008807048,0.001890882,0.000001053734,0.0000461938],"genre_scores_gemma":[0.9991444,0.00002506176,0.0001358847,0.0005598639,0.0000707594,0.00000113765,0.00002052896,4.731352e-7,0.00004192312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9580868,"threshold_uncertainty_score":0.9799022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549127295088563,"score_gpt":0.1985430132923008,"score_spread":0.1830517403414152,"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."}}