{"id":"W2800556277","doi":"10.1371/journal.pone.0197317","title":"Characterization and mapping of leaf rust resistance in four durum wheat cultivars","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Wheat Development Commission; Genome Prairie; Western Grains Research Foundation; Ministry of Agriculture - Saskatchewan; University of Saskatchewan; Genome Canada","keywords":"Biology; Bulked segregant analysis; Genetics; Single-nucleotide polymorphism; Rust (programming language); Genotype; Cultivar; Variants of PCR; Allele; Gene; Genetic marker; Plant genetics; Common wheat; Genetic analysis; Plant disease resistance; Chromosome; Gene mapping; Botany; Genome","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":[0.000236039,0.0003809246,0.000385624,0.0008251628,0.0002512383,0.0002843954,0.0004313352,0.0004282682,0.0004888006],"category_scores_gemma":[0.0002831568,0.0001815226,0.0004589637,0.0004596423,0.0001851387,0.0001175543,0.0003644125,0.0005158463,0.0001937945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485943,"about_ca_system_score_gemma":0.0001817647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002221192,"about_ca_topic_score_gemma":0.003193215,"domain_scores_codex":[0.9997373,0.00002781231,0.00003370943,0.0001187785,0.00004357576,0.00003867438],"domain_scores_gemma":[0.9997665,0.00004323462,0.00006892308,0.00003241738,0.00003389255,0.00005514824],"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":[0.0001377099,0.00006509025,0.005822766,0.00002799564,0.00001455738,0.0001113118,0.0002191617,0.00004007303,0.9898783,0.00002737668,0.00001474295,0.003640933],"study_design_scores_gemma":[0.0001187051,0.001632874,0.8058289,0.00001842119,0.0001682046,0.001484174,0.0005015941,0.0007459329,0.1847814,0.00006760786,0.004616224,0.00003593182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986995,0.00007376529,0.0005673682,0.00001642652,0.000003215446,0.00002264357,0.0003215685,0.0000195973,0.0002758862],"genre_scores_gemma":[0.9892095,0.0001403509,0.004306895,0.00006167567,0.000003915497,0.00009274214,0.004662723,0.00004224794,0.001480043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002221192,"threshold_uncertainty_score":0.004416466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0474061531672482,"score_gpt":0.2066109730484068,"score_spread":0.1592048198811586,"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."}}