{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005922085,0.0002975978,0.0004013334,0.0001135892,0.0002539835,0.00006555013,0.0001875389,0.0002089288,0.00002375118],"category_scores_gemma":[0.0001306623,0.000199371,0.0001024803,0.0001146108,0.0001343267,0.00002432348,0.0002322592,0.0001488523,0.00001533279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003570885,"about_ca_system_score_gemma":0.00007034796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005492776,"about_ca_topic_score_gemma":0.0001033827,"domain_scores_codex":[0.9978934,0.0002066801,0.0005006355,0.0006648162,0.0003388849,0.0003956184],"domain_scores_gemma":[0.9986945,0.0001000694,0.000277741,0.0004904308,0.0002172085,0.0002200681],"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":[0.0008817217,0.0001922244,0.001297826,0.0000824646,0.0004428911,0.000002670799,0.0001171635,0.000002265931,0.9914898,0.00004688476,0.002752386,0.002691761],"study_design_scores_gemma":[0.001692823,0.001209528,0.0007499065,0.0003085084,0.0002684465,0.000006226966,0.0002758347,0.00009410672,0.9839796,0.0001458508,0.01093446,0.0003346537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944429,0.001576023,0.0009862257,0.001174879,0.00006572008,0.0006590849,0.00005060448,0.00002775149,0.001016742],"genre_scores_gemma":[0.991949,0.0008358814,0.001108543,0.0005271441,0.000144894,0.0001292775,0.00006145031,0.00004142673,0.005202363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008182072,"threshold_uncertainty_score":0.8130113,"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."}}