{"id":"W2989756250","doi":"10.1002/9781119312994.apr0691","title":"Arabidopsis Seed Mucilage: A Specialised Extracellular Matrix that Demonstrates the Structure–Function Versatility of Cell Wall Polysaccharides","year":2019,"lang":"en","type":"other","venue":"Annual Plant Reviews online","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mucilage; Cell wall; Apoplast; Polysaccharide; Cellulose; Hemicellulose; Extracellular matrix; Arabidopsis; Pectin; Biology; Botany; Biophysics; Chemistry; Cell biology; Biochemistry; Mutant; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000529271,0.0005918716,0.001118546,0.00004623056,0.0001026035,0.00006555514,0.0007558991,0.0004949835,0.004144402],"category_scores_gemma":[0.00004579802,0.0001997799,0.000461424,0.0003007902,0.0001051453,0.0001053505,0.00009926726,0.0004603203,0.0001799621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002327167,"about_ca_system_score_gemma":0.00003554755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003212536,"about_ca_topic_score_gemma":0.00488793,"domain_scores_codex":[0.997439,0.0002974882,0.000738788,0.0006285093,0.0004372672,0.0004589419],"domain_scores_gemma":[0.9980562,0.0003583015,0.001095073,0.0003143329,0.00005207237,0.0001240679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00033909,0.0005481019,0.003942512,0.001262723,0.0002912754,0.00003365515,0.0002291222,0.000004778233,0.5353658,0.0001861785,0.4233223,0.03447447],"study_design_scores_gemma":[0.0001799432,0.0001925774,0.00243413,0.0004545745,0.0002846307,0.00001542934,0.0002011371,0.00004142232,0.002656777,0.00006061803,0.9929971,0.0004817148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.3833308,0.4032439,0.00002853307,0.002252482,0.004196037,0.01020839,0.1708868,0.0005937937,0.0252593],"genre_scores_gemma":[0.1482901,0.1211983,0.000742705,0.001050842,0.004701773,0.00003539036,0.02391846,0.0001013053,0.6999612],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6747019,"threshold_uncertainty_score":0.996766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211896694164559,"score_gpt":0.2288084728884901,"score_spread":0.2076188034720342,"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."}}