{"id":"W1975650281","doi":"10.1016/j.enzmictec.2015.04.001","title":"Fungal demethylation of Kraft lignin","year":2015,"lang":"en","type":"article","venue":"Enzyme and Microbial Technology","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Lakehead University","funders":"","keywords":"Lignin; Demethylation; Chemistry; Organic chemistry; Kraft paper; Biochemistry; Food science; Chromatography; Pulp and paper industry","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":[0.0001839597,0.0002833118,0.0001200723,0.0002413121,0.0002042409,0.0002740162,0.0002259017,0.000255871,0.001274609],"category_scores_gemma":[0.0001883652,0.0001011906,0.0001899044,0.0001919648,0.0001445284,0.0003836831,0.0001757925,0.0004571148,0.000449242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004206686,"about_ca_system_score_gemma":0.0004081949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002172498,"about_ca_topic_score_gemma":0.004148997,"domain_scores_codex":[0.9998661,0.00001445228,0.000005354717,0.00002877634,0.00002816077,0.0000571391],"domain_scores_gemma":[0.999938,0.00001114107,0.00000917966,0.0000144033,0.00001389017,0.00001334162],"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":[0.0002179175,0.00006399319,0.0007655086,0.0001032028,0.00001615194,0.0001546583,0.00006368896,0.0004973442,0.9724866,0.00171404,0.0001477677,0.02376916],"study_design_scores_gemma":[0.000002176395,0.00004236738,0.001303533,0.000003038442,0.000004508575,0.00008510498,0.00002120488,0.0003815597,0.9964824,0.0001468572,0.001525087,0.000002257849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973463,0.004796433,0.01169394,0.0002516902,0.00007345995,0.00003056705,0.0004164408,0.00008874035,0.009185712],"genre_scores_gemma":[0.9895991,0.00158704,0.002095847,0.00004341619,0.000008833794,0.000004260685,0.0002866767,0.000008467262,0.006366364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002172498,"threshold_uncertainty_score":0.004319668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009067586987187366,"score_gpt":0.1984976545409279,"score_spread":0.1894300675537405,"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."}}