{"id":"W2077088502","doi":"10.1021/jf010984r","title":"Release of Ferulic Acid from Oat Hulls by<i>Aspergillus</i>Ferulic Acid Esterase and<i>Trichoderma</i>Xylanase","year":2002,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Xylanase; Ferulic acid; Rumen; Rice hulls; Food science; Chemistry; Biodegradation; Trichoderma; Hydrolysis; Avena; Trichoderma reesei; Botany; Biochemistry; Cellulase; Biology; Fermentation; Organic chemistry; Enzyme","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":[0.00004036495,0.0001960693,0.0002719642,0.00002271336,0.00005206011,0.00003715537,0.0001083847,0.0001425114,0.0001165952],"category_scores_gemma":[0.00001412685,0.0001256133,0.0000882944,0.0001189854,0.0000481979,0.0002154867,0.00003140761,0.0002905718,0.000003615146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002772683,"about_ca_system_score_gemma":0.000003687162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003060407,"about_ca_topic_score_gemma":2.691542e-7,"domain_scores_codex":[0.999146,0.00001196193,0.0003587304,0.0001475723,0.0001762868,0.0001594639],"domain_scores_gemma":[0.9994352,0.00001428135,0.0001553365,0.00009401484,0.00008118012,0.0002199433],"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":[0.00001623807,0.00005207792,0.0001303464,0.0001649933,0.00008298596,0.00000624172,0.0001547574,0.00001344627,0.9735183,1.551803e-7,0.02442241,0.001438054],"study_design_scores_gemma":[0.0008780903,0.0001118854,0.001377713,0.00006642331,0.00007500726,0.0003401186,0.0003211968,0.00007841238,0.9919128,0.000007403356,0.004619611,0.0002113181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799993,0.01878476,0.000008831574,0.0006488931,0.0001229766,0.00004159889,0.00005973215,0.00002903932,0.000304835],"genre_scores_gemma":[0.9956379,0.00357479,0.0001127575,0.00006358248,0.0003187436,7.634116e-7,0.00002118507,0.000008720605,0.0002615785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0198028,"threshold_uncertainty_score":0.5122363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006670591789597729,"score_gpt":0.157239575853379,"score_spread":0.1505689840637813,"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."}}