{"id":"W2068063335","doi":"10.1104/pp.111.172676","title":"Development of Cellulosic Secondary Walls in Flax Fibers Requires β-Galactosidase   ","year":2011,"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":"University of Alberta","funders":"Canada's Michael Smith Genome Sciences Centre","keywords":"Bast fibre; Linum; Galactan; Secondary cell wall; Cellulose; Cell wall; Cellulosic ethanol; Chemistry; Polysaccharide; Cambium; Phloem; Secondary growth; Xyloglucan; Pectin; Cellulose fiber; Fibrous root system; Cell biology; Biophysics; Botany; Biochemistry; Biology; Xylem","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":[0.00006429814,0.0003778459,0.0001263349,0.0001160586,0.0001185875,0.0002692868,0.0001001757,0.0001788444,0.0005812437],"category_scores_gemma":[0.00005302489,0.0001688966,0.0001616842,0.00007266422,0.0001832418,0.0001911517,0.000171308,0.000461728,0.0002559325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003328194,"about_ca_system_score_gemma":0.0001164647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043506,"about_ca_topic_score_gemma":0.001497064,"domain_scores_codex":[0.9999553,0.000004012275,0.000003804924,0.00001755012,0.000008151652,0.00001124024],"domain_scores_gemma":[0.9999101,0.00001187218,0.00002973186,0.000007339266,0.000009352074,0.0000316452],"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":[0.000008344699,0.000002049969,0.00007747817,0.000004671177,5.408729e-7,0.000009914511,0.000004714503,0.000007221694,0.9996939,0.000008110731,0.000003544015,0.0001795879],"study_design_scores_gemma":[0.000007013398,0.00006273967,0.02874415,0.000006440768,0.000007967727,0.0001580446,0.00002728406,0.000725785,0.969029,0.00003304837,0.001192705,0.000005731445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963585,0.0002844338,0.002087098,0.00004094814,0.000004069018,0.000009633454,0.0002901298,0.00009115733,0.0008340623],"genre_scores_gemma":[0.9946688,0.0001776011,0.001856681,0.00006005428,0.000004583686,0.00002687072,0.0009669225,0.00004120116,0.002197274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001043506,"threshold_uncertainty_score":0.002414763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347080617425212,"score_gpt":0.197751416171832,"score_spread":0.1630433544293108,"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."}}