{"id":"W2966757400","doi":"10.1104/pp.19.00303","title":"Pectin Chemistry and Cellulose Crystallinity Govern Pavement Cell Morphogenesis in a Multi-Step Mechanism","year":2019,"lang":"en","type":"article","venue":"PLANT PHYSIOLOGY","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); McGill University; Université de Montréal","funders":"Government of Saskatchewan; National Institute of General Medical Sciences; Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McGill University; National Institutes of Health; University of Saskatchewan; Marine Biological Laboratory","keywords":"Cell wall; Cellulose; Pectin; Biophysics; Arabidopsis; Morphogenesis; Microfibril; Chemistry; Arabidopsis thaliana; Crystallinity; Epidermis (zoology); Cell biology; Biology; Biochemistry; Crystallography; Anatomy; Mutant","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":[0.00008437841,0.0002371946,0.0001391321,0.0001316761,0.0001259941,0.0003633349,0.0001500917,0.0002046624,0.0004591556],"category_scores_gemma":[0.0001066028,0.0002062779,0.0001209549,0.000100304,0.0002945912,0.0003972208,0.0002237694,0.0003001352,0.0001502378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980275,"about_ca_system_score_gemma":0.0001880076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006031708,"about_ca_topic_score_gemma":0.001121485,"domain_scores_codex":[0.9999342,0.00000668524,0.000003078472,0.00002335119,0.00001637736,0.00001628474],"domain_scores_gemma":[0.9998955,0.00001614896,0.00003792175,0.00001190053,0.00001268865,0.0000259212],"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":[0.00001011446,0.000001473886,0.0004253042,0.00000546459,8.941166e-7,0.00001392157,0.000008050642,0.00004193891,0.9989787,0.00006117031,0.000003857888,0.0004490495],"study_design_scores_gemma":[0.000007456517,0.00007717511,0.1093084,0.000003404531,0.00001058082,0.0002259015,0.00006379105,0.003765074,0.8854148,0.0001735978,0.0009383301,0.00001154536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923166,0.0007404837,0.005900901,0.00002879451,0.000006376608,0.00001084439,0.00007015443,0.00005601227,0.000869781],"genre_scores_gemma":[0.9976143,0.0002497671,0.001290025,0.00000992175,0.000002367985,0.000007859056,0.00006156722,0.000007189955,0.0007571219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006031708,"threshold_uncertainty_score":0.002162337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603333737279087,"score_gpt":0.1900447542360079,"score_spread":0.1740114168632171,"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."}}