{"id":"W3176655737","doi":"10.3390/agronomy11061260","title":"Potential Application of Genomic Technologies in Breeding for Fungal and Oomycete Disease Resistance in Pea","year":2021,"lang":"en","type":"article","venue":"Agronomy","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Biology; Powdery mildew; Germplasm; Oomycete; Plant disease resistance; Genomics; Molecular breeding; Marker-assisted selection; Biotechnology; Genetic marker; Genome; Identification (biology); Genetics; Gene; Agronomy; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008777497,0.0005008687,0.0005075301,0.001118979,0.0002400054,0.001001053,0.0006012368,0.00104387,0.002500778],"category_scores_gemma":[0.001055515,0.000343682,0.000601575,0.001089117,0.0003264793,0.0008281004,0.0006540571,0.0008285251,0.0009581289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004023953,"about_ca_system_score_gemma":0.0005957672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007754989,"about_ca_topic_score_gemma":0.00111769,"domain_scores_codex":[0.9996858,0.00009517802,0.00002454954,0.00007491977,0.00006984096,0.00004977704],"domain_scores_gemma":[0.9996616,0.0001449758,0.00005351026,0.00003271142,0.00006101019,0.0000461878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002988954,0.0001392478,0.002002195,0.001235703,0.00005121223,0.001030202,0.000183347,0.001750197,0.8054127,0.00629156,0.001050693,0.1805541],"study_design_scores_gemma":[0.0003937039,0.003811568,0.07818841,0.001755064,0.001221946,0.005273639,0.001676533,0.009623767,0.5553575,0.03609848,0.3063625,0.0002368642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4978029,0.1122691,0.3273708,0.009128087,0.001151886,0.0009893903,0.008796205,0.002136016,0.04035555],"genre_scores_gemma":[0.6075978,0.09187538,0.2699147,0.002867571,0.0005589571,0.0004566301,0.01653428,0.0002637191,0.009931018],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002500778,"threshold_uncertainty_score":0.008365929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008029994412870552,"score_gpt":0.1807476750541863,"score_spread":0.1727176806413157,"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."}}