{"id":"W7001508862","doi":"","title":"Laccase-Catalyzed Oxidation of Lignin Induces Productionof H<sub>2</sub>O<sub>2</sub>","year":2020,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lignin; Yield (engineering); Product (mathematics); Depolymerization; Hydrolysis","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":[0.0002265635,0.0006777799,0.0003660603,0.0002617687,0.0001586162,0.0004097963,0.0002132291,0.0003040026,0.002119075],"category_scores_gemma":[0.0001355369,0.0001697233,0.0004610757,0.0003681452,0.0002053481,0.0002349093,0.0002908807,0.0005592443,0.0004959119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005637621,"about_ca_system_score_gemma":0.0004027311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910232,"about_ca_topic_score_gemma":0.002723858,"domain_scores_codex":[0.9997502,0.00002053106,0.00001235848,0.00004787539,0.00005844273,0.0001106152],"domain_scores_gemma":[0.9998761,0.00001609499,0.00002796577,0.00001494654,0.00001611711,0.00004873601],"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":[0.00007150219,0.00002634822,0.0000431973,0.00001470247,0.000003256935,0.00002358904,0.000005589578,0.00001263234,0.9992903,0.00003882775,0.00002044302,0.0004496336],"study_design_scores_gemma":[0.000004930537,0.00006673188,0.001295906,0.000001198877,0.000005057589,0.00002868567,0.000006103096,0.0001674438,0.9979741,0.00001927677,0.0004286791,0.00000179348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883634,0.001257165,0.006842586,0.0001043215,0.00007555976,0.00004224834,0.0006054086,0.000194949,0.002514335],"genre_scores_gemma":[0.9899306,0.0004286244,0.001680071,0.00004621119,0.00001346615,0.00001367455,0.001426534,0.00002926457,0.006431435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002119075,"threshold_uncertainty_score":0.007088959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983092621004647,"score_gpt":0.1907092269819398,"score_spread":0.1708783007718933,"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."}}