{"id":"W4406151405","doi":"10.3390/jof11010041","title":"Harnessing Genetic Resistance in Maize and Integrated Rust Management Strategies to Combat Southern Corn Rust","year":2025,"lang":"en","type":"review","venue":"Journal of Fungi","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Agriculture and Rural Affairs of the People's Republic of China","keywords":"Biology; Rust (programming language); Agronomy; Obligate; Disease management; Cultivar; Plant disease resistance; Biotechnology; Botany; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002995608,0.0002371243,0.0008469868,0.00008984937,0.00007316898,0.0001652802,0.0003031228,0.000172256,0.00006976567],"category_scores_gemma":[0.0000130924,0.00008690971,0.0001539264,0.0005320792,0.00003637015,0.00003338247,0.00008512874,0.000288967,0.000008396169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003532071,"about_ca_system_score_gemma":0.0000562237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001833657,"about_ca_topic_score_gemma":0.0005439752,"domain_scores_codex":[0.9986323,0.0001555448,0.0006246506,0.0002136647,0.0001452788,0.0002285932],"domain_scores_gemma":[0.9993423,0.0001365012,0.0002931611,0.00005480111,0.00008386088,0.00008936428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002262667,0.00003144386,0.0000504587,0.001200015,0.00003537009,0.0001524132,0.00005874318,0.000001089328,0.00007828933,0.0001183402,0.0006223818,0.9976288],"study_design_scores_gemma":[0.0001255029,0.0001648208,0.002378838,0.01100225,0.0002156227,0.00005259041,0.0007972427,5.055424e-7,0.000001437488,0.0003134282,0.9847139,0.0002339284],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004123195,0.9939258,0.00001532072,0.0001202751,0.0002528871,0.0002371991,0.00005799344,0.000005330922,0.001261992],"genre_scores_gemma":[0.0007701834,0.9962388,0.001255107,0.00006005924,0.0001663162,0.000006348294,0.000014992,0.000001671099,0.001486473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9973949,"threshold_uncertainty_score":0.3544075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613049915565551,"score_gpt":0.2690008997491441,"score_spread":0.2428704005934886,"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."}}