{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001684591,0.0004594859,0.0002301303,0.0002884991,0.0001673595,0.0004193252,0.0002718245,0.0002423643,0.0009509691],"category_scores_gemma":[0.0001338794,0.0001756504,0.0004587734,0.0002776985,0.000288574,0.0001629796,0.0003683808,0.0006442675,0.0003370932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004150078,"about_ca_system_score_gemma":0.0002551409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425529,"about_ca_topic_score_gemma":0.001392053,"domain_scores_codex":[0.9998074,0.00002227791,0.00002092411,0.00005809586,0.00004266039,0.00004862315],"domain_scores_gemma":[0.9998063,0.00003198463,0.00007241476,0.00002248692,0.00001478464,0.00005202125],"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":[0.00003428014,0.0000107017,0.0001141439,0.00001326595,0.000005258062,0.00002345304,0.000007330269,0.00005896542,0.9993141,0.00006476072,0.00001476546,0.0003389807],"study_design_scores_gemma":[0.00001204423,0.00008362263,0.007147755,0.000005307656,0.00003883165,0.0001333953,0.00003689996,0.002297996,0.9878711,0.00009229156,0.002269881,0.00001089102],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927335,0.0002986213,0.004427856,0.000110034,0.00002309042,0.00002082091,0.000895077,0.0002410869,0.0012499],"genre_scores_gemma":[0.9933106,0.0002370333,0.002893255,0.00009802719,0.000008265481,0.00002813107,0.001216039,0.0001343833,0.002074334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001425529,"threshold_uncertainty_score":0.003181279,"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."}}