{"id":"W4214694045","doi":"10.1007/s12649-022-01719-8","title":"Protease Production by Bacteria Isolated from Laguna Chiar Khota, Potosi-Bolivia, for Protein Hydrolysates Production","year":2022,"lang":"en","type":"article","venue":"Waste and Biomass Valorization","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Center for Northern Studies; Université du Québec à Chicoutimi","funders":"","keywords":"Protease; Casein; Yeast extract; Maltose; Proteases; Food science; Ammonium; Chemistry; Biochemistry; Enzyme assay; Sodium nitrate; Enzyme; Biology; Fermentation; Sucrose; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002364545,0.0002082386,0.0001476272,0.00008567248,0.000468347,0.00006073276,0.00009870798,0.000109022,0.00003706677],"category_scores_gemma":[0.00009827019,0.0002179109,0.00005307072,0.0002501586,0.00004275217,0.00004050251,0.00008335919,0.00008521644,0.000002454898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003171866,"about_ca_system_score_gemma":0.00004617508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003938817,"about_ca_topic_score_gemma":0.000007196959,"domain_scores_codex":[0.9984538,0.0001427403,0.0002973957,0.0007177955,0.0001769197,0.0002113802],"domain_scores_gemma":[0.9992753,0.000002414318,0.0002358906,0.0002821079,0.0001386656,0.00006563289],"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":[0.0004452709,0.0001673212,0.0006238353,0.00005310545,0.00004731884,1.774115e-7,0.0001157905,0.00003724289,0.9947664,0.0000130961,0.002097668,0.001632772],"study_design_scores_gemma":[0.0005355812,0.0004643558,0.0004232589,0.0000137494,0.00004036224,0.000009249292,0.0001474758,0.0004937601,0.9665517,0.0001027969,0.0309359,0.0002817815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918523,0.0002557727,0.003371987,0.00148844,0.0009070889,0.001829658,0.0002144604,0.00006865534,0.00001159456],"genre_scores_gemma":[0.9869586,0.0000578515,0.0004389216,0.00008096908,0.001083688,0.0008598167,0.008369798,0.00004772652,0.002102677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02883823,"threshold_uncertainty_score":0.888615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006235182425735667,"score_gpt":0.2034918331009203,"score_spread":0.1972566506751846,"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."}}