{"id":"W4221066651","doi":"10.1016/j.procbio.2022.03.005","title":"Protease increases ethanol yield and decreases fermentation time in no-cook process during very-high-gravity ethanol production from rice","year":2022,"lang":"en","type":"article","venue":"Process Biochemistry","topic":"Food composition and properties","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan; Diagnostic Services Manitoba; Ministry of Science and Technology","keywords":"Fermentation; Protease; Chemistry; Ethanol; Urea; Food science; Hydrolysis; Ethanol fuel; Yeast; Yield (engineering); Nitrogen; Yeast extract; Ethanol fermentation; Biochemistry; Enzyme; Organic chemistry; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001782614,0.0003790935,0.0003359817,0.0001409214,0.000161602,0.0003629283,0.0001712194,0.0001504645,0.0007723523],"category_scores_gemma":[0.0002030967,0.0001245524,0.0003502135,0.0002053142,0.0001917296,0.0002302317,0.0002031051,0.0004010345,0.0001511736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000213837,"about_ca_system_score_gemma":0.0002814071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200309,"about_ca_topic_score_gemma":0.001860583,"domain_scores_codex":[0.999856,0.00002534868,0.00001289327,0.00003174338,0.0000300265,0.00004399099],"domain_scores_gemma":[0.9998941,0.00001738941,0.00002728763,0.000008880879,0.00001698293,0.00003534269],"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":[0.001160558,0.00009997581,0.0005948222,0.00004707092,0.00001039252,0.00004382214,0.00002474863,0.00006012762,0.9962387,0.00001823517,0.00002870004,0.001672779],"study_design_scores_gemma":[0.00001513349,0.0005091377,0.008166625,0.000004456607,0.00003049912,0.00005708282,0.00004724936,0.0003801629,0.9905277,0.000009228273,0.0002470067,0.000005736898],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986268,0.0003952752,0.0005991342,0.00002929628,0.00001456763,0.000007244355,0.00006986659,0.00001600718,0.0002417325],"genre_scores_gemma":[0.9980845,0.0001367695,0.0007366262,0.00001327102,0.000004014205,0.000004869304,0.0001120814,0.00000839231,0.0008993877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001200309,"threshold_uncertainty_score":0.002583802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000788520214867,"score_gpt":0.2413895724861515,"score_spread":0.2313816872840028,"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."}}