{"id":"W2955173168","doi":"10.2135/cropsci2018.09.0536","title":"Field Screening is Effective for Identifying Genetic Resistance to Scald of Barley","year":2019,"lang":"en","type":"article","venue":"Crop Science","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Crop Industry Development Fund; Agriculture and Agri-Food Canada; Agriculture Food and Rural Development","funders":"Alberta Agriculture and Forestry; Alberta Barley; Alberta Crop Industry Development Fund","keywords":"Heritability; Biplot; Biology; Hordeum vulgare; Germplasm; Genotype; Veterinary medicine; Gene–environment interaction; Agronomy; Biotechnology; Poaceae; Genetics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0003386662,0.0000754314,0.0001294735,0.00002227314,0.0001945118,0.00005766401,0.0003832962,0.00004362054,0.0001095996],"category_scores_gemma":[0.0000813139,0.00003271332,0.00005883391,0.000485663,0.0001044867,0.00006372172,0.00009767408,0.00004233303,0.00002334439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008294863,"about_ca_system_score_gemma":0.00001138861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003484219,"about_ca_topic_score_gemma":0.0001009304,"domain_scores_codex":[0.9990464,0.00001552087,0.0001377211,0.00034152,0.0001875428,0.0002712912],"domain_scores_gemma":[0.9994816,0.0001695659,0.00004804527,0.00008069359,0.000136672,0.0000834254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000352421,0.000009129573,0.007337515,0.00001235463,0.00000138027,4.288561e-7,0.0001425908,0.00001038788,0.9587665,0.00009401417,0.0004140848,0.03317637],"study_design_scores_gemma":[0.000117273,0.0006934781,0.3550713,0.00006651758,0.000005984421,0.000001791892,0.0001314769,0.0001492763,0.6386842,0.0007585682,0.004161385,0.0001587329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965986,0.0001973249,0.001065222,0.000602935,0.0002106778,0.0004047941,0.00001591651,0.000009952544,0.0008945492],"genre_scores_gemma":[0.9953413,0.000005808432,0.003420918,0.0005683735,0.0000694677,0.00001738057,0.000001037803,6.013973e-7,0.0005751015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3477338,"threshold_uncertainty_score":0.1496047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253685663284156,"score_gpt":0.2714723149704611,"score_spread":0.2489354583376196,"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."}}