{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005332565,0.0001048043,0.000372481,0.00009090648,0.00001351888,0.000003934458,0.0001673589,0.0001773731,0.00001356311],"category_scores_gemma":[0.0002348192,0.00004233651,0.00003993055,0.0003480064,0.0002233446,0.00009616698,0.00003900161,0.00004844922,4.107638e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003120085,"about_ca_system_score_gemma":0.0000121739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001725335,"about_ca_topic_score_gemma":0.0006891714,"domain_scores_codex":[0.9985549,0.0003515278,0.0006231408,0.0002615594,0.00004626805,0.000162583],"domain_scores_gemma":[0.9991952,0.0003201715,0.000312035,0.00008238586,0.00006937041,0.00002086653],"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":[0.0005952264,0.00006446584,0.2391977,0.00001213482,0.000007128882,9.811934e-7,0.0001346707,0.00000570108,0.7565435,0.00001509398,0.0001148468,0.003308564],"study_design_scores_gemma":[0.0004680166,0.00006242382,0.4352544,0.00005486032,0.000004814849,0.000001983599,0.0001141256,0.000006690792,0.5637392,0.00006938189,0.0001616751,0.00006238386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983434,0.0006256193,0.00006689873,0.0001811025,0.0001198395,0.0002802607,0.0003762657,0.000004099574,0.000002506294],"genre_scores_gemma":[0.9989583,0.0003670863,0.00054919,0.00001260977,0.00001205462,0.00001450513,0.00003216695,8.669271e-7,0.00005324874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1960567,"threshold_uncertainty_score":0.1726433,"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."}}