{"id":"W2588677334","doi":"10.1111/nph.14468","title":"Sticking to cellulose: exploiting Arabidopsis seed coat mucilage to understand cellulose biosynthesis and cell wall polysaccharide interactions","year":2017,"lang":"en","type":"review","venue":"New Phytologist","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"FP7 People: Marie-Curie Actions; AgreenSkills","keywords":"Cellulose; Cell wall; Mucilage; Hemicellulose; Polysaccharide; Secondary cell wall; Arabidopsis; Xylan; Pectin; Xyloglucan; Biochemistry; Biosynthesis; Chemistry; Biology; Botany; Enzyme; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004715223,0.0009670006,0.000905393,0.002937328,0.0003124046,0.000867406,0.0007849202,0.001088691,0.003003195],"category_scores_gemma":[0.0004824339,0.0003090282,0.0004746059,0.002242978,0.0004519939,0.001891053,0.0008147524,0.001599701,0.00253532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000818803,"about_ca_system_score_gemma":0.0008919507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430315,"about_ca_topic_score_gemma":0.002341721,"domain_scores_codex":[0.9998749,0.00001242063,0.00001716097,0.00002828804,0.00005274324,0.00001451178],"domain_scores_gemma":[0.9998106,0.00005709998,0.00002853664,0.00000871525,0.00006022982,0.00003495478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006744897,0.00006090637,0.0002077826,0.01784296,0.00009670091,0.00034426,0.00009024292,0.0004584715,0.008743563,0.004964595,0.02479015,0.942333],"study_design_scores_gemma":[0.000009635938,0.00006223693,0.0006629546,0.001619536,0.00009358432,0.0009874138,0.00004135811,0.00008337584,0.001578744,0.001227761,0.9936135,0.00001996009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001768308,0.9977967,0.0002610598,0.0001916194,0.0002033981,0.000005835454,0.00001937607,0.000009208156,0.001336076],"genre_scores_gemma":[0.0007548844,0.9975253,0.0003746051,0.0001726937,0.0000939427,0.000006410433,0.00004019936,0.000002641229,0.001029395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003003195,"threshold_uncertainty_score":0.01004672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211392481436782,"score_gpt":0.3116687003815379,"score_spread":0.1905294522378596,"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."}}