{"id":"W1764005280","doi":"10.1016/s0065-2164(05)58001-8","title":"Physiology and Biotechnology of Aspergillus","year":2005,"lang":"en","type":"article","venue":"Advances in applied microbiology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":160,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Aspergillus nidulans; Aspergillus; Biology; Aspergillus fumigatus; Aspergillus oryzae; Microbial genetics; Aspergillus niger; Organism; Biochemistry; Microbiology; Enzyme; Gene; Genetics; Mutant","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":[0.00005734587,0.00009156726,0.0001475941,0.00006547785,0.00001720182,0.000001010367,0.00008838365,0.000192807,0.00002058521],"category_scores_gemma":[0.00001355574,0.00008891577,0.00001579655,0.00007253903,0.0002485457,0.0000031583,0.0000782327,0.00006822335,0.000005976037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006099219,"about_ca_system_score_gemma":0.00000982504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.731623e-7,"about_ca_topic_score_gemma":0.00002392246,"domain_scores_codex":[0.9993564,0.00001953058,0.000180001,0.0002900292,0.0000101597,0.0001438376],"domain_scores_gemma":[0.9997203,0.000005952877,0.00008090073,0.0001649177,0.00001437634,0.00001356256],"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":[0.00006289061,0.0000327034,0.0001472509,0.00001218054,0.000005801698,1.008459e-7,0.0000179736,0.00005894354,0.9709986,0.003048481,0.00002864762,0.02558642],"study_design_scores_gemma":[0.0003076081,0.00005820475,0.0002414554,0.000001747736,0.000001834177,0.00002261133,0.00002231582,0.000002797045,0.7490905,0.0001393033,0.2500397,0.00007191394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945104,0.003179483,0.0007186194,0.0003485381,0.0001101895,0.0001225882,0.00001113591,0.00001324996,0.0009858259],"genre_scores_gemma":[0.9925501,0.004013306,0.002867656,0.0002932332,0.00009021178,0.000009416749,0.000109913,0.000008346619,0.00005777613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2500111,"threshold_uncertainty_score":0.362588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002542634454221351,"score_gpt":0.2129472012955902,"score_spread":0.2104045668413689,"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."}}