{"id":"W4206051039","doi":"10.1093/plphys/kiab546","title":"<i>p</i>HBMT1, a BAHD-family monolignol acyltransferase, mediates lignin acylation in poplar","year":2021,"lang":"en","type":"article","venue":"PLANT PHYSIOLOGY","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Office of Science; Great Lakes Bioenergy Research Center; Joint Genome Institute; U.S. Department of Energy","keywords":"Monolignol; Populus trichocarpa; Lignin; Biochemistry; Biology; Cell wall; Botany; Biorefinery; Chemistry; Gene; Biosynthesis; Biofuel; Biotechnology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00004606713,0.0001766219,0.0002667141,0.00005191619,0.00002366335,0.00001189364,0.0001246087,0.0001766548,0.00001852936],"category_scores_gemma":[0.00001521502,0.0001833278,0.00005128065,0.0001734968,0.00002227658,0.00007933449,0.00002523142,0.0002203056,0.00005953821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000323866,"about_ca_system_score_gemma":0.0000270805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001518944,"about_ca_topic_score_gemma":0.00002549296,"domain_scores_codex":[0.9990826,0.00003132424,0.0002347433,0.0002439754,0.00008305385,0.0003243308],"domain_scores_gemma":[0.9995757,0.0001253485,0.00001578705,0.0001989873,0.00001986331,0.0000643501],"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":[0.000006762335,0.00003504678,0.0004468353,0.00007647407,0.00002921314,0.00004939831,0.0001815804,0.0009505697,0.9891388,0.00004537302,0.008940003,0.0000999101],"study_design_scores_gemma":[0.0004760229,0.00001358089,0.003238378,0.00003993228,0.000009936566,0.00001872476,0.0001000103,0.001856983,0.9917959,0.000617814,0.001612399,0.000220303],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956677,0.0009377794,0.00001517776,0.0001015214,0.0003058569,0.00006697435,0.0001077596,0.0001874537,0.002609765],"genre_scores_gemma":[0.9980233,0.0007599344,0.0001455585,0.0002590918,0.0001796019,0.00002919474,0.0005540102,0.00002516273,0.00002414835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007327604,"threshold_uncertainty_score":0.747589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007605484393872447,"score_gpt":0.1863575661404576,"score_spread":0.1787520817465852,"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."}}