{"id":"W1987417356","doi":"10.1104/pp.110.154062","title":"CELLULOSE SYNTHASE9 Serves a Nonredundant Role in Secondary Cell Wall Synthesis in Arabidopsis Epidermal Testa Cells   ","year":2010,"lang":"en","type":"article","venue":"PLANT PHYSIOLOGY","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Division of Emerging Frontiers in Research and Innovation; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Agriculture; National Science Foundation","keywords":"Cell wall; Arabidopsis; Cellulose; Morphogenesis; Biophysics; Arabidopsis thaliana; Biology; Cotyledon; Microfibril; Secondary cell wall; Cell biology; Coat; Hypocotyl; Chemistry; Biochemistry; Botany; Mutant; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003737421,0.0003001287,0.0005100788,0.00006020494,0.00007675691,0.00003876293,0.0005056454,0.0002986163,0.001961661],"category_scores_gemma":[0.0000556808,0.0001397662,0.0001236404,0.0002599606,0.0000863871,0.0001448585,0.0001252624,0.0006250281,0.0002220286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002036705,"about_ca_system_score_gemma":0.00003083979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006260444,"about_ca_topic_score_gemma":0.01450988,"domain_scores_codex":[0.9978729,0.0002041548,0.0004546969,0.0005967597,0.0001276489,0.0007437826],"domain_scores_gemma":[0.9978089,0.001729017,0.00015028,0.0001349629,0.00001778935,0.000159043],"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":[0.00009950359,0.0003295798,0.00425316,0.00002526659,0.000006619632,0.00008151604,0.0001083447,0.00001566752,0.9900625,0.00003417554,0.0004969944,0.004486673],"study_design_scores_gemma":[0.0002629237,0.0001458938,0.3132705,0.00005262432,0.0000143269,0.00003881344,0.0001896556,0.001295491,0.6738592,0.0005916556,0.009729413,0.0005495007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967609,0.0001528352,9.164921e-8,0.0003742973,0.0002652698,0.0002183401,0.000664779,0.00004348244,0.001520007],"genre_scores_gemma":[0.9988056,0.0001481664,0.00007180444,0.0003293632,0.0001731235,0.00004312378,0.0002118787,0.000003062539,0.0002138231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3162033,"threshold_uncertainty_score":0.9989507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009482144946620554,"score_gpt":0.1847150483231126,"score_spread":0.175232903376492,"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."}}