{"id":"W7052265592","doi":"","title":"The role of glycosyltransferase 61 and BAHD genes in determining ferulate &amp; para-coumarate content of the cell walls of the Poaceae","year":2016,"lang":"en","type":"dissertation","venue":"White Rose eTheses Online (University of Leeds, The University of Sheffield, University of York)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; York University","keywords":"Brachypodium distachyon; Brachypodium; Lignin; Cell wall; Glycosyltransferase; Gene; Enzyme; Arabinoxylan; Galactan","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004527362,0.0002947336,0.0007158717,0.0002392688,0.0005545077,0.000008455059,0.001937551,0.0002412738,0.002080139],"category_scores_gemma":[0.00002124926,0.0002263977,0.0005368196,0.0004252108,0.001462652,0.00008331865,0.0005759734,0.0005027294,0.00000139067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003069734,"about_ca_system_score_gemma":0.0004154867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02058094,"about_ca_topic_score_gemma":0.02333082,"domain_scores_codex":[0.9980318,0.0003934683,0.0003447068,0.0003422952,0.0005885275,0.0002992347],"domain_scores_gemma":[0.9968488,0.0006879142,0.001047659,0.0008026988,0.0005316095,0.00008129246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.01053667,0.002870816,0.2025212,0.002500616,0.002522057,0.00002165434,0.1388141,0.001047279,0.3784552,0.003256648,0.0009253621,0.2565284],"study_design_scores_gemma":[0.008412434,0.0006977558,0.2932646,0.003202484,0.00178393,0.000001811871,0.6344849,0.001401316,0.03127292,0.0004668584,0.0240741,0.0009369182],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881016,0.0003520446,0.0001230497,0.001004545,0.00006532879,0.0006872641,0.0004952643,0.000005949865,0.009164929],"genre_scores_gemma":[0.9783519,0.0008928308,0.0002068856,0.000003962579,0.00001123352,3.475813e-8,0.00004399085,0.00001211195,0.02047709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4956708,"threshold_uncertainty_score":0.9988321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697492310178588,"score_gpt":0.2053072909851366,"score_spread":0.1883323678833507,"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."}}