{"id":"W2998277092","doi":"10.4236/abc.2019.96015","title":"Enzymatic Hydrolysis of Hairtail Surimi in an Ultra-High Pressure Bioreactor","year":2019,"lang":"en","type":"article","venue":"Advances in Biological Chemistry","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Papain; Chemistry; Hydrolysis; Amino acid; Protease; Trypsin; Chromatography; Enzymatic hydrolysis; Enzyme; Proteases; Bioreactor; Digestion (alchemy); Biochemistry; 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":[0.0002767905,0.0001768875,0.0003147491,0.00002907182,0.00001092481,0.00000622498,0.000313426,0.0003366951,0.0002372854],"category_scores_gemma":[0.0002913873,0.0001467961,0.0000659865,0.0001790902,0.0001251321,0.00001663655,0.00004534649,0.0001713246,0.000003503947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001671838,"about_ca_system_score_gemma":0.00002697095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002310052,"about_ca_topic_score_gemma":0.00001577379,"domain_scores_codex":[0.9987269,0.0001231108,0.0003738602,0.0004606072,0.0000825703,0.00023292],"domain_scores_gemma":[0.9992567,0.00007542464,0.000164121,0.0004051072,0.0000473518,0.00005129086],"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":[0.0001123408,0.0001461994,0.07121589,0.00009460618,0.000009205128,0.000001192756,0.00001536287,0.0006071051,0.9270315,0.00001998536,0.000007170098,0.0007394006],"study_design_scores_gemma":[0.0004630508,0.0001309309,0.007093381,0.00003089012,0.000004454329,0.000002760881,0.00006187503,0.00003168035,0.9875475,0.000209382,0.004231615,0.0001925191],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996745,0.001405365,0.000116543,0.00001837766,0.00005442548,0.0001560328,0.00003683768,0.00001027037,0.001457148],"genre_scores_gemma":[0.9969758,0.0004654368,0.00202945,0.00005960606,0.00005392724,0.00001944628,0.0002058357,0.00001116058,0.0001793105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06412251,"threshold_uncertainty_score":0.5986173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011789083987075,"score_gpt":0.2898678258321723,"score_spread":0.2780787418450973,"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."}}