{"id":"W3186571995","doi":"10.1016/j.copbio.2021.07.001","title":"Enzymatic upgrading of heteroxylans for added-value chemicals and polymers","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"H2020 European Research Council; European Research Council; Genome Canada","keywords":"Xylan; Chemistry; Polysaccharide; Biochemistry; Enzyme; Laccase; Monooxygenase; Polymer; Organic chemistry; Cytochrome P450","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003675938,0.0009342823,0.0008459972,0.001753736,0.000194815,0.0009220897,0.0005312964,0.000834275,0.004245482],"category_scores_gemma":[0.0003309951,0.0002738368,0.0005254847,0.002062186,0.0002518758,0.001280055,0.0005588016,0.001071674,0.002504246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004216609,"about_ca_system_score_gemma":0.0007024448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005733261,"about_ca_topic_score_gemma":0.001245461,"domain_scores_codex":[0.9998243,0.00001760652,0.00001439293,0.00003350448,0.0000819987,0.0000281132],"domain_scores_gemma":[0.9998959,0.00003215243,0.00002177791,0.00000491686,0.00003189465,0.00001325719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005904252,0.0001072802,0.0001858716,0.02571222,0.0001101135,0.0003126523,0.00006885347,0.000750251,0.02451766,0.007859929,0.01708028,0.9232358],"study_design_scores_gemma":[0.000008636452,0.00007874577,0.0005405701,0.001930163,0.00007703006,0.0006062675,0.00004511595,0.0001493895,0.005028841,0.00170081,0.9898198,0.00001462689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007147076,0.9952611,0.000603525,0.0002417388,0.0002214606,0.000008371396,0.00004610256,0.00001607217,0.002886869],"genre_scores_gemma":[0.00225101,0.9955605,0.0003753099,0.0001320305,0.00006564945,0.000007434593,0.00006293308,0.000003241895,0.0015418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004245482,"threshold_uncertainty_score":0.01420259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06377658682890494,"score_gpt":0.3455903647371031,"score_spread":0.2818137779081982,"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."}}