{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001380214,0.0001339326,0.0002513772,0.00002196916,0.00004859726,0.000003958781,0.0002381047,0.0001039942,0.00170601],"category_scores_gemma":[0.000008231572,0.00005466551,0.00005145011,0.0001125857,0.00004743397,0.00006653408,0.00007104086,0.0001209449,0.00006254516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001362233,"about_ca_system_score_gemma":0.00002278736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005791193,"about_ca_topic_score_gemma":0.001392582,"domain_scores_codex":[0.9989933,0.00005259645,0.0003227937,0.0002471257,0.00007765096,0.0003065376],"domain_scores_gemma":[0.9995987,0.0001485692,0.0001209422,0.00005315799,0.0000129047,0.00006572771],"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":[0.0001000745,0.0000896727,0.001101059,0.00001522156,0.00001216424,0.000009433381,0.000608532,3.40308e-7,0.9873932,0.0001230488,0.0002534212,0.01029385],"study_design_scores_gemma":[0.0001829116,0.0001549079,0.4527378,0.0000478199,0.000006146478,0.000009137064,0.0002343395,0.00002543915,0.5379099,0.0007491098,0.007690387,0.0002520922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964445,0.00009016272,5.066192e-7,0.00002351535,0.0001103718,0.00009760827,0.0001280432,0.00002062716,0.003084693],"genre_scores_gemma":[0.999119,0.00005218937,0.0003163639,0.0001029367,0.00004297426,0.000008498958,0.0002373895,8.075262e-7,0.0001198281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4516368,"threshold_uncertainty_score":0.9992065,"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."}}