{"id":"W2015077315","doi":"10.1263/jbb.102.124","title":"Isolation and characterization of Streptomyces sp. NL15-2K capable of degrading lignin-related aromatic compounds","year":2006,"lang":"en","type":"article","venue":"Journal of Bioscience and Bioengineering","topic":"Biochemical and biochemical processes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Vanillic acid; Ferulic acid; Protocatechuic acid; Lignin; Vanillin; Chemistry; Caffeic acid; Bacteria; 16S ribosomal RNA; Organic chemistry; Isolation (microbiology); Biochemistry; Coniferyl alcohol; Microbiology; Biology; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001282508,0.00008118575,0.0001497786,0.00006904051,0.00002498005,0.00001456276,0.00007714824,0.00007812103,0.000001093269],"category_scores_gemma":[0.00002827636,0.00006240395,0.00003456238,0.0001612574,0.000122931,0.00002058596,0.00003029027,0.00004840707,4.471779e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004140696,"about_ca_system_score_gemma":0.00001850325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000609204,"about_ca_topic_score_gemma":3.913148e-7,"domain_scores_codex":[0.9993548,0.000005978619,0.0003342539,0.0001022097,0.0001070156,0.0000957568],"domain_scores_gemma":[0.9995818,0.000009770612,0.0002504088,0.00004741556,0.00007002072,0.00004064562],"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":[0.000009867418,0.000027895,0.005812562,0.00009106105,0.000009258441,3.31387e-7,0.00001659289,0.00001160907,0.993667,0.00001353781,0.00001111639,0.0003291386],"study_design_scores_gemma":[0.0001766528,0.0001841011,0.009957637,0.0001121628,0.00001620892,0.00003246746,0.00002901808,0.0009435372,0.9883575,0.00006604965,0.0000501618,0.00007445319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979311,0.001063933,0.0008414401,0.00005025808,0.00004732552,0.00003109293,0.000004334056,0.000002525998,0.00002794794],"genre_scores_gemma":[0.9985838,0.000268955,0.001062403,0.00000780024,0.00005007325,2.749117e-7,0.000009185332,0.000003857122,0.00001367624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00530948,"threshold_uncertainty_score":0.2544759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004187263851363691,"score_gpt":0.1919512196664911,"score_spread":0.1877639558151274,"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."}}