{"id":"W2994263050","doi":"10.1094/phyto-07-19-0228-ia","title":"Progress on Molecular Genetics and Manipulation of Rust Fungi","year":2019,"lang":"en","type":"article","venue":"Phytopathology","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; U.S. Department of Agriculture","keywords":"Biology; Rust (programming language); Genomics; Host (biology); Resistance (ecology); Biotechnology; Computational biology; Gene; Genetics; Evolutionary biology; Genome; Ecology","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":[0.002874534,0.001268232,0.001122633,0.002268824,0.00053385,0.001692352,0.001092469,0.001029913,0.001839593],"category_scores_gemma":[0.001262029,0.0006575979,0.001028643,0.001230957,0.001105883,0.00157072,0.001081973,0.003698412,0.002353084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007302065,"about_ca_system_score_gemma":0.001024798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005907242,"about_ca_topic_score_gemma":0.0006073282,"domain_scores_codex":[0.998442,0.0002977495,0.0001669055,0.0004484638,0.0005288541,0.0001161524],"domain_scores_gemma":[0.9989688,0.0003676839,0.0001487094,0.0002142833,0.0001906206,0.0001097952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008467543,0.0001391112,0.0005644453,0.001373816,0.00005231608,0.0002162201,0.0001939327,0.0006288971,0.8884428,0.007956801,0.001916947,0.09843021],"study_design_scores_gemma":[0.0001208599,0.0006101227,0.006562345,0.0007156883,0.0002443562,0.002286335,0.0001591222,0.003259353,0.5788906,0.01025028,0.396728,0.0001730009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.1198449,0.2710741,0.5661448,0.005559511,0.002803378,0.0007867269,0.003503564,0.004716048,0.02556697],"genre_scores_gemma":[0.2136544,0.3305019,0.4283264,0.00217041,0.00135979,0.0008346922,0.01114738,0.001080716,0.01092428],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002874534,"threshold_uncertainty_score":0.01520216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008268607895897026,"score_gpt":0.2447964463765983,"score_spread":0.2365278384807012,"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."}}