{"id":"W2509021097","doi":"10.5539/jas.v8n9p12","title":"Regulated Lignin Structural Units and Soil Organic Carbon Content by Cowpea Peroxidase","year":2016,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Conservation Service; National Institute of Food and Agriculture","keywords":"Chemistry; Lignin; Nuclear chemistry; Peroxidase; Biochemistry; Enzyme; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005190664,0.0001794528,0.0002253803,0.00003000758,0.0002639753,0.0001389462,0.0004525228,0.00008461378,0.00005732998],"category_scores_gemma":[0.0004202247,0.0000434584,0.0000478959,0.001291385,0.0003626312,0.0008410909,0.00008951189,0.0001509027,0.000004478416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329792,"about_ca_system_score_gemma":0.00004053964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001070207,"about_ca_topic_score_gemma":0.000225988,"domain_scores_codex":[0.99817,0.00007919911,0.0004232818,0.0002632388,0.0006951011,0.0003692028],"domain_scores_gemma":[0.9981318,0.0001597845,0.0004408121,0.0000469755,0.0008840773,0.000336513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001306219,0.00001218845,0.003950463,0.000001200355,0.000006842691,0.00000405917,0.00007237705,7.462509e-7,0.9893713,0.00002921353,0.0009463869,0.005592135],"study_design_scores_gemma":[0.0003546718,0.0003941402,0.6075947,0.00006929722,0.00001707084,0.0002175419,0.0005841861,0.00001116264,0.3903791,0.00004387937,0.0001516373,0.0001826871],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954042,0.0003573848,5.181689e-7,0.003767319,0.0002593583,0.000104201,0.00001650095,0.00002575231,0.00006474834],"genre_scores_gemma":[0.9991553,0.000115842,0.00002590459,0.00006813106,0.0002020714,9.071611e-7,0.000006695391,8.679423e-7,0.0004243225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6036442,"threshold_uncertainty_score":0.2030311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671503492707775,"score_gpt":0.1941781648567184,"score_spread":0.1774631299296406,"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."}}