{"id":"W2096893845","doi":"10.1002/cjce.22260","title":"Application of Yeast Hydrolysate in Extracellular Lipase Production by <i>Geotrichum candidum</i> in Shaken Flasks, Stirred Tank, and Airlift Reactors","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Laboratory flask; Geotrichum; Lipase; Hydrolysate; Bioreactor; Fermentation; Food science; Chemistry; Yeast; Erlenmeyer flask; Yeast extract; Chromatography; Biochemistry; Enzyme; Organic chemistry; Hydrolysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004282454,0.0008146414,0.0007731197,0.0003515637,0.0002131652,0.0008127724,0.0004233739,0.0005722992,0.0003042183],"category_scores_gemma":[0.0002780715,0.0002542543,0.0006760281,0.0005306208,0.0002280448,0.000339963,0.0004576615,0.0005117567,0.0002115408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144826,"about_ca_system_score_gemma":0.0004130219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696032,"about_ca_topic_score_gemma":0.00161273,"domain_scores_codex":[0.9995202,0.0001259669,0.00006927468,0.00009310724,0.0001278428,0.00006371569],"domain_scores_gemma":[0.999818,0.00004774076,0.00004442287,0.00001905999,0.00002872141,0.00004202926],"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":[0.0001626051,0.00003115673,0.0001310995,0.00005168277,0.000007281272,0.00003345188,0.000009451114,0.0001340452,0.9986144,0.000008116605,0.000006264022,0.0008103941],"study_design_scores_gemma":[0.00001175362,0.0002758777,0.0008834681,0.000004388379,0.00002027297,0.00004156107,0.00001589782,0.0004647423,0.9981269,0.00000651881,0.0001409896,0.000007528678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994532,0.00165617,0.002778211,0.00007979004,0.00001765961,0.00003795132,0.0002473234,0.0000765463,0.0005742889],"genre_scores_gemma":[0.9894803,0.001486557,0.00777219,0.00003616798,0.00001440321,0.00005535193,0.0004069683,0.00002429783,0.0007238031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001696032,"threshold_uncertainty_score":0.003372371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005192848561547357,"score_gpt":0.1815492859219576,"score_spread":0.1763564373604102,"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."}}