{"id":"W4362474935","doi":"10.3390/agronomy13041019","title":"Exploration of Compost Soil for the Production of Thermo-Stable Bacillus Protease to Synthesize Bioactive Compounds through Soy Protein Hydrolysis","year":2023,"lang":"en","type":"article","venue":"Agronomy","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Research Foundation of Korea","keywords":"Protease; Bacillus subtilis; Fermentation; Hydrolysis; Chemistry; Food science; Casein; Compost; Serratia marcescens; Antimicrobial; Bacteria; Biochemistry; Enzyme; Chromatography; Biology; Organic chemistry; Escherichia coli","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":[0.0001399026,0.0004923564,0.0003435046,0.0003662612,0.0001895462,0.0004915623,0.0001504341,0.0002580135,0.0006130572],"category_scores_gemma":[0.0001205814,0.0001216816,0.0003319375,0.0003244464,0.0001003306,0.0002883826,0.0002096245,0.0002843203,0.000264054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429259,"about_ca_system_score_gemma":0.0003309746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004987075,"about_ca_topic_score_gemma":0.001098926,"domain_scores_codex":[0.9998846,0.00001582158,0.000008328139,0.00002092628,0.0000380946,0.00003218477],"domain_scores_gemma":[0.9999603,0.000004739674,0.0000101764,0.000002089068,0.00001136338,0.00001140688],"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":[0.00003594703,0.00005111744,0.0003592006,0.0001125796,0.000003862775,0.0001159125,0.00001141717,0.00009782343,0.996666,0.00003045096,0.0000289908,0.002486595],"study_design_scores_gemma":[0.00001060348,0.0003443223,0.004077846,0.00005405651,0.0000210549,0.0002813672,0.0001500499,0.0009411821,0.9916352,0.0001151526,0.002359128,0.00001007446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851314,0.00363276,0.007086265,0.0001962466,0.00003272349,0.0001128879,0.0008740644,0.000124995,0.002808639],"genre_scores_gemma":[0.9880221,0.002431274,0.007447565,0.00005140241,0.00001022806,0.00006410715,0.0006509611,0.00002789944,0.001294471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006130572,"threshold_uncertainty_score":0.002050877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959643292566986,"score_gpt":0.260111229834405,"score_spread":0.2305147969087352,"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."}}