{"id":"W3215857462","doi":"10.1002/btpr.3226","title":"Lignin degradation by microorganisms: A review","year":2021,"lang":"en","type":"review","venue":"Biotechnology Progress","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"","keywords":"Lignin; Biodegradation; Microorganism; Degradation (telecommunications); Microbial biodegradation; Biopolymer; White rot; Pulp and paper industry; Chemistry; Bacteria; Biochemical engineering; Biotechnology; Biology; Polymer; Organic chemistry; Engineering","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":[0.0004531881,0.001277321,0.001334675,0.003561638,0.0004054164,0.00125743,0.0007506161,0.0008795698,0.004569212],"category_scores_gemma":[0.0006418827,0.0003857022,0.0007072348,0.004154278,0.0002852146,0.001481158,0.0006319095,0.001048697,0.002510758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005834466,"about_ca_system_score_gemma":0.001397065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530252,"about_ca_topic_score_gemma":0.002078444,"domain_scores_codex":[0.9997763,0.00002485302,0.00003395409,0.00004665612,0.00009151793,0.00002668716],"domain_scores_gemma":[0.9996771,0.0001337669,0.00005696465,0.00001139702,0.0000931501,0.00002765502],"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":[0.00008376054,0.0001312021,0.0002671074,0.05749597,0.0001429016,0.0002781393,0.0001208612,0.0006048245,0.005632123,0.002969347,0.02775691,0.904517],"study_design_scores_gemma":[0.000008107253,0.0001092855,0.0008386064,0.005394187,0.0001651913,0.0008135558,0.00005637529,0.00007766137,0.00113566,0.0008902794,0.99049,0.00002116198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002308287,0.9981334,0.0001184284,0.0001044943,0.0001418951,0.000005603204,0.00004365914,0.00000854218,0.00121319],"genre_scores_gemma":[0.0006729882,0.9985023,0.0001770361,0.00007599608,0.00006695639,0.000005043408,0.00005309573,0.000001280583,0.0004454939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004569212,"threshold_uncertainty_score":0.01528549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441861271964976,"score_gpt":0.2728766704016086,"score_spread":0.2584580576819588,"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."}}