{"id":"W2165876708","doi":"10.1126/science.1221748","title":"The Paleozoic Origin of Enzymatic Lignin Decomposition Reconstructed from 31 Fungal Genomes","year":2012,"lang":"en","type":"article","venue":"Science","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":1796,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Lignin; Biology; Phylogenetic tree; Phylogenetics; Genome; White rot; Fungus; Lignin peroxidase; Gene; Botany; Ascomycota; Evolutionary biology; Enzyme; Peroxidase; Genetics; Biochemistry","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":[0.0003478263,0.0004583706,0.0004393214,0.001245205,0.0006814987,0.0009551902,0.0003163687,0.0005458333,0.001722895],"category_scores_gemma":[0.0008347204,0.0003788868,0.0005603454,0.001360178,0.0003043993,0.0005433357,0.0005510917,0.0008076183,0.0004500862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000528425,"about_ca_system_score_gemma":0.0005845295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002434226,"about_ca_topic_score_gemma":0.005030521,"domain_scores_codex":[0.9998176,0.00002052869,0.00001145601,0.00007121114,0.0000277023,0.00005169897],"domain_scores_gemma":[0.9996506,0.0001067212,0.00007055319,0.00004251987,0.00004651906,0.00008312564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002967983,0.0001665224,0.1208492,0.00106746,0.000435188,0.001474746,0.002475242,0.0113351,0.765934,0.006157713,0.001331085,0.08580571],"study_design_scores_gemma":[0.000144126,0.0002684377,0.9083189,0.0002842374,0.0005919588,0.001557816,0.001523375,0.01140926,0.02751614,0.003850846,0.04441394,0.0001208791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861836,0.00141986,0.003242888,0.0001208703,0.00001620407,0.00001971126,0.007257286,0.0001016708,0.00163792],"genre_scores_gemma":[0.9641076,0.002327248,0.008735548,0.00007169327,0.00001529477,0.00003270546,0.02364303,0.00009148919,0.0009752772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002434226,"threshold_uncertainty_score":0.00576371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195258358079012,"score_gpt":0.2491559220196431,"score_spread":0.2296300862117419,"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."}}