{"id":"W4410309134","doi":"10.3390/plants14101433","title":"Timing Is Everything: The Metabolic Partitioning of Suberin-Destined Carbon","year":2025,"lang":"en","type":"article","venue":"Plants","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Suberin; Monomer; Chemistry; Biopolymer; Cell wall; Carbon fibers; Biosynthesis; Biochemistry; Metabolism; Organic chemistry; Polymer; Enzyme","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001360929,0.0003010632,0.0002989504,0.0002546983,0.0001941682,0.0006630493,0.0001890177,0.0003077689,0.001045824],"category_scores_gemma":[0.0001418376,0.0002687833,0.0001957936,0.000261037,0.0002522257,0.0007072709,0.000299973,0.0006019455,0.0002416937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003890753,"about_ca_system_score_gemma":0.0002495899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000861217,"about_ca_topic_score_gemma":0.001418652,"domain_scores_codex":[0.9998692,0.00001264504,0.000005241942,0.00006887345,0.00001993451,0.00002410799],"domain_scores_gemma":[0.9997541,0.00003967306,0.00006114608,0.00003826925,0.00004072842,0.00006606955],"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":[0.0001694004,0.000005422668,0.0006577308,0.00002124926,0.000004293174,0.00002462934,0.00002480091,0.00002890004,0.9973278,0.00008733999,0.000009355611,0.001639013],"study_design_scores_gemma":[0.00001039056,0.0003088418,0.09791014,0.00001722865,0.00002849881,0.0001898369,0.0002535932,0.00111508,0.8968135,0.0004160711,0.002915255,0.00002148292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901757,0.001843496,0.005925965,0.00009010269,0.00002233246,0.00002063745,0.0004641988,0.00006093235,0.001396688],"genre_scores_gemma":[0.9912285,0.0007978956,0.003611004,0.00008980701,0.000008738673,0.00003420898,0.0005744051,0.00006676087,0.003588774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001045824,"threshold_uncertainty_score":0.003498614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967239748753313,"score_gpt":0.219986965037343,"score_spread":0.1903145675498099,"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."}}