{"id":"W2016961526","doi":"10.1007/s11032-012-9742-7","title":"Marker-assisted breeding of Xa4, Xa21 and Xa27 in the restorer lines of hybrid rice for broad-spectrum and enhanced disease resistance to bacterial blight","year":2012,"lang":"en","type":"article","venue":"Molecular Breeding","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Department of Agriculture","funders":"Temasek Foundation","keywords":"Xanthomonas oryzae; Biology; Bacterial blight; Plant disease resistance; Marker-assisted selection; Gene; Hybrid; Genetics; Biotechnology; Agronomy; Genetic marker","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004817957,0.0001436852,0.0002482424,0.00002927705,0.0001002055,0.00003180436,0.0001677645,0.00003333956,0.000005483838],"category_scores_gemma":[0.0002797656,0.00006331682,0.00005581326,0.0002275537,0.00007111617,0.0001089498,0.0001203623,0.00005177176,2.621363e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001406112,"about_ca_system_score_gemma":0.00000502954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002436977,"about_ca_topic_score_gemma":0.0001124265,"domain_scores_codex":[0.9989654,0.00006940691,0.0002672376,0.0002377988,0.00016586,0.0002943163],"domain_scores_gemma":[0.9993997,0.0002642615,0.0001306663,0.00006359802,0.00004709041,0.00009475149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003324716,0.00003987722,0.005479728,0.00005553043,0.00001525716,0.000003543627,0.0001852439,1.639724e-7,0.9926995,0.0001619737,0.0001356043,0.0008911296],"study_design_scores_gemma":[0.0003555339,0.0001684899,0.7956452,0.0001805257,0.00005232067,0.00001054634,0.0002440339,0.000009339937,0.201162,0.0001045728,0.001861056,0.0002063148],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968938,0.0009230985,0.00004477067,0.001343906,0.0001318444,0.0003545236,0.0001689491,0.00001023715,0.0001289233],"genre_scores_gemma":[0.9991837,0.00005651423,0.0004197925,0.00007848209,0.0001737187,0.00003788182,0.00002030269,0.000002071529,0.00002759469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7915375,"threshold_uncertainty_score":0.2581985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188771494962175,"score_gpt":0.22296427316226,"score_spread":0.2040871236660425,"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."}}