{"id":"W3166514924","doi":"10.1016/j.btre.2021.e00630","title":"Yeasts isolated from a lotic continental environment in Brazil show potential to produce amylase, cellulase and protease","year":2021,"lang":"en","type":"article","venue":"Biotechnology Reports","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval; Hôtel-Dieu de Québec","funders":"Universidade Estadual do Oeste do Paraná; Universidade Federal de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Cellulase; Protease; Amylase; Enzyme; Biochemistry; Yeast; Food science; Biology; Hydrolysis; Chemistry","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":[0.0001588727,0.0005810066,0.0003186639,0.000680224,0.0003976219,0.0006274362,0.0001606732,0.0001597388,0.0008753263],"category_scores_gemma":[0.0002608188,0.0001347708,0.0003813366,0.0008257739,0.0002234029,0.0002129745,0.0004481686,0.0001824931,0.0002253572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000196438,"about_ca_system_score_gemma":0.000333006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005339722,"about_ca_topic_score_gemma":0.01420986,"domain_scores_codex":[0.9998422,0.00001215973,0.00002047773,0.00005007768,0.00004548671,0.00002954279],"domain_scores_gemma":[0.9998773,0.00001724517,0.00003771016,0.00001266099,0.0000362155,0.00001887308],"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":[0.0001848844,0.0001068181,0.08223347,0.0004424065,0.00007912789,0.0008601212,0.0006812218,0.0001554215,0.8812217,0.0001985276,0.0001477371,0.03368861],"study_design_scores_gemma":[0.0000341645,0.0005240858,0.6151788,0.0001434792,0.0002849721,0.005404916,0.00315297,0.0004360215,0.3594488,0.0003589652,0.01498353,0.00004929395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926152,0.002058116,0.00136434,0.00008159027,0.000009901658,0.00003788374,0.0009381843,0.00002571363,0.002868987],"genre_scores_gemma":[0.9928834,0.00153759,0.002682581,0.00004232493,0.000003954016,0.00001497345,0.001516649,0.00000910865,0.001309405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005339722,"threshold_uncertainty_score":0.01061726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003749607742666236,"score_gpt":0.196897574141948,"score_spread":0.1931479663992817,"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."}}