{"id":"W1986127915","doi":"10.1007/s00122-013-2080-2","title":"Fast track genetic improvement of ascochyta blight resistance and double podding in chickpea by marker-assisted backcrossing","year":2013,"lang":"en","type":"article","venue":"Theoretical and Applied Genetics","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Centers for Disease Control and Prevention; Ministry of Agriculture - Saskatchewan","keywords":"Ascochyta; Blight; Biology; Backcrossing; Quantitative trait locus; Marker-assisted selection; Agronomy; Genetic marker; Genetics; Gene","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":[0.0006384918,0.0006490771,0.0005692434,0.0008976614,0.0003569924,0.0005305343,0.0006347238,0.0005528021,0.001133338],"category_scores_gemma":[0.0003026203,0.0003831548,0.000667117,0.0004420014,0.0001902629,0.0003401137,0.0004961253,0.0008653286,0.0004133831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000617848,"about_ca_system_score_gemma":0.0004832936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003026004,"about_ca_topic_score_gemma":0.003479834,"domain_scores_codex":[0.9996206,0.00007403137,0.00003926519,0.0001019813,0.0001127969,0.00005128898],"domain_scores_gemma":[0.9996417,0.00008013706,0.00008037325,0.00007940431,0.00005224055,0.00006633074],"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":[0.0002061879,0.0001095826,0.0005273133,0.0000522778,0.00003038112,0.00007668218,0.00003798995,0.0003458614,0.989915,0.0001929149,0.00005001706,0.008455869],"study_design_scores_gemma":[0.0002740796,0.00143842,0.05626867,0.00004038474,0.0004526892,0.001024982,0.0001419649,0.008948167,0.9221812,0.0002916505,0.008863515,0.00007428428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753417,0.0007824487,0.0211296,0.00006204865,0.00004597566,0.0001293758,0.0005696169,0.0003203251,0.001618894],"genre_scores_gemma":[0.9608355,0.00125241,0.02524322,0.00005997211,0.00001444581,0.0001047926,0.001795968,0.0001967907,0.01049688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003026004,"threshold_uncertainty_score":0.006016791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005511652857912983,"score_gpt":0.1790117578128122,"score_spread":0.1735001049548992,"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."}}