{"id":"W4296157769","doi":"10.1101/2022.09.16.508353","title":"The maize pathogen <i>Ustilago maydis</i> secretes glycoside hydrolases and carbohydrate oxidases directed towards components of the fungal cell wall","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CHIST-ERA; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; Infrastructures en Biologie Santé et Agronomie","keywords":"Ustilago; Biology; Glycoside hydrolase; Cell wall; Biochemistry; Microbiology; Enzyme; Pathogen; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001292016,0.0005584985,0.0001959613,0.0002129791,0.0001502527,0.0004517436,0.0002360005,0.0002604654,0.0007371239],"category_scores_gemma":[0.0001555512,0.000119691,0.0005147752,0.0003532338,0.00017377,0.0002317173,0.0003143867,0.0005197842,0.0004893978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002977072,"about_ca_system_score_gemma":0.0001771431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159021,"about_ca_topic_score_gemma":0.001362564,"domain_scores_codex":[0.9998224,0.00001795491,0.00001731154,0.00004924633,0.00005222619,0.00004095455],"domain_scores_gemma":[0.9998538,0.00001498286,0.00005538941,0.00002725586,0.00001525682,0.00003318733],"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":[0.00004125784,0.00001462484,0.000644258,0.00002132049,0.000004231751,0.00003449241,0.000008820255,0.00003889357,0.9983139,0.00002903519,0.00004265341,0.0008064765],"study_design_scores_gemma":[0.000008269889,0.0001449815,0.01405905,0.000008424783,0.0000205339,0.0004620765,0.00004278287,0.00082667,0.9790295,0.00006158053,0.005329026,0.000007076566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924575,0.0006923135,0.003217579,0.0001717454,0.00003874617,0.00003666364,0.002093701,0.0002018178,0.001090023],"genre_scores_gemma":[0.9819521,0.0005303585,0.007083423,0.0001160618,0.00001777888,0.00002968321,0.007081212,0.00005855355,0.003130779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00159021,"threshold_uncertainty_score":0.003161848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008461207527822014,"score_gpt":0.1744865768568235,"score_spread":0.1660253693290015,"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."}}