{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041309,0.0001675024,0.0002375382,0.0000557216,0.0001489603,0.00001772522,0.0002136797,0.00008059546,0.000008516174],"category_scores_gemma":[0.0001885808,0.0001200141,0.0001665652,0.000301925,0.0001524019,0.00003153777,0.0001040002,0.00005083179,0.000007397205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002413548,"about_ca_system_score_gemma":0.00007232177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002446994,"about_ca_topic_score_gemma":0.00006840083,"domain_scores_codex":[0.9988796,0.00008529977,0.0002972702,0.0003721906,0.0001515752,0.0002141111],"domain_scores_gemma":[0.9990164,0.00005382614,0.0002392476,0.0004345335,0.0002205632,0.00003540967],"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":[0.000487592,0.0001043956,0.0001014933,0.00005778309,0.000195872,1.371894e-7,0.0002815282,0.001148733,0.9939337,0.0001277516,0.000609156,0.002951874],"study_design_scores_gemma":[0.0002303237,0.0004068491,0.0005119431,0.00004877576,0.00005905431,7.844375e-7,0.0005686973,0.0001769874,0.9910024,0.0003784519,0.006462803,0.0001528643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869821,0.0002198628,0.007708067,0.001560874,0.00006447667,0.002898659,0.00006761963,0.00002117195,0.0004771438],"genre_scores_gemma":[0.9959629,0.00003285867,0.001548215,0.00003090642,0.0001447725,0.001541531,0.0000990773,0.0000218653,0.0006178566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008980791,"threshold_uncertainty_score":0.4894032,"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."}}