{"id":"W4382932404","doi":"10.1093/plphys/kiad377","title":"Overexpression of <i>REDUCED WALL ACETYLATION C</i> increases xylan acetylation and biomass recalcitrance in <i>Populus</i>","year":2023,"lang":"en","type":"article","venue":"PLANT PHYSIOLOGY","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Queen's University","funders":"Oak Ridge National Laboratory; National Natural Science Foundation of China; Biological and Environmental Research; Center for Bioenergy Innovation; Office of Science; UT-Battelle; Joint Genome Institute; Genome Canada; Brookhaven National Laboratory; U.S. Department of Energy; Battelle; Language Literacy and Culture, University of Maryland, Baltimore County","keywords":"Acetylation; Xylan; Biomass (ecology); Botany; Chemistry; Biology; Biochemistry; Agronomy; Polysaccharide; 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":[0.00009646407,0.0001006078,0.0001622678,0.0001342003,0.00002583603,0.00000380572,0.00005313187,0.0001154349,0.0000132831],"category_scores_gemma":[0.000015934,0.00009181954,0.00002200823,0.0002454128,0.00003660412,0.0001064339,0.00002801453,0.00008627215,0.00001508606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001648218,"about_ca_system_score_gemma":0.000005513393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009425748,"about_ca_topic_score_gemma":0.000008425442,"domain_scores_codex":[0.9993674,0.00004421806,0.0001854934,0.0001824676,0.00006667893,0.0001538129],"domain_scores_gemma":[0.9997522,0.00004929186,0.00004337928,0.0001099474,0.00001259486,0.00003253898],"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":[0.00007617271,0.00001709261,0.001162641,0.0002083558,0.000006280981,5.114759e-7,0.00009600558,0.0005559221,0.9961137,0.00002069024,0.00119832,0.0005443312],"study_design_scores_gemma":[0.0008027169,0.00006039401,0.1485711,0.000130228,0.000006870367,0.000006988336,0.00006690015,0.030017,0.8172299,0.0004566355,0.00244761,0.0002036034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991302,0.0001382241,0.000009101328,0.0001233074,0.0001728195,0.000124668,0.0000437532,0.0001585277,0.00009937977],"genre_scores_gemma":[0.9990335,0.0005004792,0.00005556153,0.00002931015,0.00005657303,0.000007490099,0.0002889811,0.00001013793,0.00001799017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1788838,"threshold_uncertainty_score":0.3744292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418577993227085,"score_gpt":0.2179964580607418,"score_spread":0.203810678128471,"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."}}