{"id":"W2565691765","doi":"10.3389/fmicb.2016.02086","title":"Use of Random T-DNA Mutagenesis in Identification of Gene UvPRO1, A Regulator of Conidiation, Stress Response, and Virulence in Ustilaginoidea virens","year":2016,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Hubei Province","keywords":"Biology; Conidiation; Mutant; Gene; Mutagenesis; Hypha; Mycelium; Complementation; Agrobacterium tumefaciens; Genetics; Microbiology; Molecular biology; Transformation (genetics); Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001604543,0.0004115453,0.0002053624,0.0002790608,0.0001472783,0.0001741887,0.0003042085,0.0002457649,0.000476751],"category_scores_gemma":[0.0001333634,0.0002018642,0.0002927791,0.0001847678,0.0001605066,0.0001063623,0.0001759332,0.0003532161,0.0001877285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929058,"about_ca_system_score_gemma":0.0002621014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007825333,"about_ca_topic_score_gemma":0.001082502,"domain_scores_codex":[0.999856,0.00003138179,0.00002097173,0.00003987079,0.00003140969,0.00002034129],"domain_scores_gemma":[0.999912,0.00001853465,0.00003358666,0.00001110658,0.000009500533,0.00001516773],"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":[0.00002215164,0.00001229483,0.0001354974,0.00001536436,0.000001781022,0.00005510319,0.000007605179,0.00003366085,0.9991346,0.0000283747,0.000004973482,0.0005486856],"study_design_scores_gemma":[0.00001661625,0.000213612,0.005895839,0.000008253613,0.00002618214,0.0007159961,0.00004265369,0.001804957,0.9900056,0.00004860554,0.001213759,0.000008003034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896011,0.0003943742,0.008996866,0.00006981049,0.0000161288,0.00005313952,0.0002741041,0.00009355906,0.0005009171],"genre_scores_gemma":[0.9856888,0.0005207564,0.01142201,0.00004018703,0.000004662641,0.00005546038,0.0008407415,0.00003605054,0.001391186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007825333,"threshold_uncertainty_score":0.001594901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009581752235076993,"score_gpt":0.1893451462957154,"score_spread":0.1797633940606384,"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."}}