{"id":"W1994257640","doi":"10.1007/s12010-013-0190-6","title":"Enzymatic Production of Ferulic Acid from Defatted Rice Bran by Using a Combination of Bacterial Enzymes","year":2013,"lang":"en","type":"article","venue":"Applied Biochemistry and Biotechnology","topic":"Biochemical and biochemical processes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Biological Sciences","funders":"","keywords":"Bran; Ferulic acid; Food science; Enzyme; Corncob; Streptomyces; Esterase; Chemistry; Biochemistry; Biology; Raw material; Bacteria; 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":[0.0005542168,0.001256119,0.000864815,0.0004910734,0.0002081487,0.0005296057,0.0003090022,0.0004136906,0.000493957],"category_scores_gemma":[0.0003229013,0.0002729693,0.0006165312,0.0006255797,0.0002560792,0.0004587913,0.000554965,0.001071604,0.0005619694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004348157,"about_ca_system_score_gemma":0.0006237484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618458,"about_ca_topic_score_gemma":0.001915007,"domain_scores_codex":[0.9996201,0.00004587177,0.00003892901,0.00007102129,0.0001191267,0.000104816],"domain_scores_gemma":[0.9998442,0.00002169759,0.00002679402,0.00002668679,0.00003610343,0.00004446968],"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":[0.00008346558,0.00003150693,0.0001132882,0.00002535925,0.00001037125,0.00003086702,0.00001019325,0.00005679804,0.9978698,0.00004013237,0.00001677652,0.001711416],"study_design_scores_gemma":[0.000009444243,0.00007732378,0.0004788047,0.000002261922,0.00001760462,0.00007269421,0.00001066276,0.0002580834,0.9982881,0.00001209371,0.0007684184,0.000004513145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553629,0.001954407,0.03964299,0.0002880613,0.0002047888,0.000134968,0.0004238885,0.0002834247,0.001704516],"genre_scores_gemma":[0.9556835,0.001233367,0.03599301,0.0000711535,0.00003951061,0.00006842739,0.001562239,0.00008428022,0.005264434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001618458,"threshold_uncertainty_score":0.003218055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005085054876201409,"score_gpt":0.19522366582347,"score_spread":0.1901386109472686,"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."}}