{"id":"W4212986372","doi":"10.3390/plants11040555","title":"Suberin Biosynthesis, Assembly, and Regulation","year":2022,"lang":"en","type":"review","venue":"Plants","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Suberin; Biosynthesis; Chemistry; Biochemistry; Enzyme; Cell wall","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":[],"consensus_categories":[],"category_scores_codex":[0.0000926831,0.0001905446,0.0004732079,0.00001096496,0.0001841099,0.00004387485,0.0001247189,0.00009686122,0.0008096139],"category_scores_gemma":[0.00001177682,0.00005847506,0.00008815616,0.0000817801,0.00001144589,0.00004340009,0.0001045185,0.00009173409,0.00007085373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000244457,"about_ca_system_score_gemma":0.000007388202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575325,"about_ca_topic_score_gemma":0.00008851079,"domain_scores_codex":[0.9991591,0.00009414514,0.000168752,0.0002718541,0.0001324285,0.0001737052],"domain_scores_gemma":[0.9995335,0.0002613506,0.0001110966,0.00003663868,0.000002832739,0.00005455353],"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":[0.000003233209,0.00002105535,0.00004064688,0.0001989951,0.0000362925,0.00001028799,0.000002826946,2.081876e-8,0.00002586748,0.000006732961,0.0002133949,0.9994407],"study_design_scores_gemma":[0.00001997934,0.00003530218,0.0004656595,0.0004524913,0.00007553017,0.00006258911,0.000007055611,0.000002533847,0.000005230215,0.000007880722,0.9987096,0.0001561114],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004744784,0.9935239,1.494632e-8,0.0000187041,0.00009174132,0.0002332093,0.0006691942,0.00003977473,0.0006786971],"genre_scores_gemma":[0.0004418834,0.9978555,0.000007223644,0.00000994747,0.00004549704,0.00003593357,0.001029663,0.000001263549,0.000573071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9992845,"threshold_uncertainty_score":0.8864704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09853699153859242,"score_gpt":0.2560784361970392,"score_spread":0.1575414446584468,"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."}}