{"id":"W2292615579","doi":"10.1371/journal.pone.0150254","title":"The Arabidopsis Domain of Unknown Function 1218 (DUF1218) Containing Proteins, MODIFYING WALL LIGNIN-1 and 2 (At1g31720/MWL-1 and At4g19370/MWL-2) Function Redundantly to Alter Secondary Cell Wall Lignin Content","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Research Foundation","keywords":"Lignin; Arabidopsis; Cell wall; Secondary cell wall; Mutant; Biology; Gene; Gene family; Abiotic component; Function (biology); Biochemistry; Cell biology; Botany; Gene expression","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000859731,0.0008202709,0.0004272041,0.0005931589,0.0003923207,0.0003002746,0.00039671,0.0003677711,0.001264475],"category_scores_gemma":[0.00008455619,0.0001666488,0.0004243317,0.0006180144,0.0002094729,0.000195832,0.0004078759,0.0005059808,0.0006606382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006452079,"about_ca_system_score_gemma":0.0003447235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201298,"about_ca_topic_score_gemma":0.001595415,"domain_scores_codex":[0.9998994,0.000009237362,0.0000080947,0.00003934332,0.00002306672,0.000020801],"domain_scores_gemma":[0.9999021,0.000007087388,0.0000395532,0.000006564158,0.000008285427,0.00003632137],"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":[0.0001235443,0.00002360283,0.0007042046,0.00005992793,0.00000727303,0.0001818854,0.0000174512,0.00009072939,0.9938434,0.0002210555,0.0001383087,0.004588533],"study_design_scores_gemma":[0.0001891692,0.0004819526,0.08485606,0.00002423359,0.0001477448,0.003815778,0.0001300795,0.005288254,0.8653854,0.0004097847,0.0392127,0.00005877672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885293,0.001924713,0.004515504,0.0001035682,0.00003961127,0.00006428856,0.002607407,0.000282572,0.001933069],"genre_scores_gemma":[0.9751298,0.0009221444,0.007035354,0.0001155516,0.00001523648,0.0001102558,0.009802743,0.0000628748,0.006805954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001264475,"threshold_uncertainty_score":0.004681289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423225653517312,"score_gpt":0.2044717428483748,"score_spread":0.1802394863132017,"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."}}