{"id":"W2327471460","doi":"10.1021/jf301747z","title":"Flocculation and Haze Removal from Crude Beer Using In-House Produced Laccase from <i>Trametes versicolor</i> Cultured on Brewer’s Spent Grain","year":2012,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de Recherche et de Développement en Agroenvironnement; Institut National de la Recherche Scientifique","funders":"","keywords":"Trametes versicolor; Laccase; Haze; Flocculation; Food science; Chemistry; Environmental science; Enzyme; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001590427,0.0006415625,0.0004530456,0.0001930795,0.0001909804,0.0004231375,0.0003397866,0.0002331763,0.0004679916],"category_scores_gemma":[0.0001487704,0.0001503931,0.000553707,0.0002437671,0.0001461856,0.0002366815,0.000261595,0.0003984795,0.0001820872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717841,"about_ca_system_score_gemma":0.0002474609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006208216,"about_ca_topic_score_gemma":0.006333625,"domain_scores_codex":[0.9998481,0.00002005209,0.0000139394,0.00003140124,0.00003852453,0.00004800046],"domain_scores_gemma":[0.9999274,0.000008274984,0.0000197437,0.000008379532,0.00001580385,0.00002027283],"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":[0.00004423294,0.0000211559,0.00007181468,0.00002548227,0.00000534362,0.00002411143,0.00001604808,0.00004756072,0.9991491,0.000006637856,0.000008712425,0.0005797838],"study_design_scores_gemma":[0.000004397162,0.0002081328,0.002217274,0.000004817152,0.00001598238,0.00003664758,0.00002625166,0.0003841989,0.9967967,0.000004658807,0.0002970189,0.00000387777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983925,0.0003910059,0.0006900466,0.00003036909,0.000006197914,0.00001245687,0.0001256463,0.00002490431,0.0003267645],"genre_scores_gemma":[0.9955825,0.0005386982,0.001912523,0.00001627717,0.000005357695,0.00001315136,0.000348038,0.00002639913,0.001557105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006208216,"threshold_uncertainty_score":0.01234412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204950373512116,"score_gpt":0.2105005486854673,"score_spread":0.1884510449503462,"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."}}