{"id":"W2582796970","doi":"10.1016/j.ceb.2017.01.002","title":"Cellular growth in plants requires regulation of cell wall biochemistry","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Cell Biology","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":152,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Xyloglucan; Morphogenesis; Cell wall; Pectin; Biology; Extracellular matrix; Cell biology; Cellulose; Extracellular; Biochemistry; Biophysics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004156248,0.0003929109,0.001201105,0.00008413842,0.00005930955,0.00002376971,0.000801448,0.0007053057,0.0001627541],"category_scores_gemma":[0.00003806707,0.0001742807,0.0002794011,0.0001789484,0.0001047548,0.00005417292,0.0001758592,0.0004378,0.00004207723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006169668,"about_ca_system_score_gemma":0.00005304479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003326898,"about_ca_topic_score_gemma":0.0000308704,"domain_scores_codex":[0.9976661,0.0002371326,0.0009287893,0.000634346,0.0001025397,0.0004311177],"domain_scores_gemma":[0.9983907,0.0003826802,0.0009378675,0.0001771267,0.0000293155,0.00008231252],"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":[0.00002223146,0.0003248061,0.001059116,0.01231815,0.00001030882,0.000002235538,0.0000332408,4.627046e-7,0.04169922,0.00005319048,0.0006887332,0.9437883],"study_design_scores_gemma":[0.0001708481,0.00009038853,0.0002273751,0.006189527,0.00001875324,0.000002837157,0.000007769015,0.00001301891,0.004539472,0.0002725314,0.9880384,0.0004290829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008195404,0.9882975,4.100932e-7,0.00001556199,0.001904049,0.0004188816,0.0004818898,0.00001497316,0.0006713899],"genre_scores_gemma":[0.01091911,0.9845585,0.000008332128,0.00000242605,0.0004091433,0.00003174947,0.003959036,0.000002808264,0.0001089144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9873497,"threshold_uncertainty_score":0.7106961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331326490624532,"score_gpt":0.3392618914727955,"score_spread":0.2061292424103422,"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."}}