{"id":"W3171621348","doi":"10.3389/fpls.2021.674932","title":"Relationships Between Leaf Carbon and Macronutrients Across Woody Species and Forest Ecosystems Highlight How Carbon Is Allocated to Leaf Structural Function","year":2021,"lang":"en","type":"article","venue":"Frontiers in Plant Science","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"National Outstanding Youth Science Fund Project of National Natural Science Foundation of China; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Nutrient; Lignin; Botany; Deciduous; Ecosystem; Hemicellulose; Biology; Phosphorus; Pectin; Cellulose; Agronomy; Chemistry; Ecology; Biochemistry","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":[0.0004820236,0.0001933319,0.0002366153,0.0001352745,0.0003956467,0.0002363909,0.0002308142,0.0001037417,0.000005704025],"category_scores_gemma":[0.00005709605,0.0001789352,0.00001956405,0.0009083361,0.000383164,0.0003943706,0.000297907,0.0002461241,0.000002569048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900888,"about_ca_system_score_gemma":0.00002971632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004498111,"about_ca_topic_score_gemma":0.002280449,"domain_scores_codex":[0.9980324,0.00006980567,0.0002383112,0.0006750766,0.000489932,0.0004945001],"domain_scores_gemma":[0.999374,0.00003660332,0.00008734361,0.0002546668,0.00001922049,0.000228191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001646499,0.000006497648,0.9955219,0.000008320223,0.000007114342,0.00001748278,0.001044113,0.0007326352,0.002078792,0.0000504017,0.000272928,0.0002433319],"study_design_scores_gemma":[0.0003856847,0.00005022089,0.9106203,0.00004746184,0.00001999117,0.0000535617,0.000820148,0.08256435,0.001265789,0.000449484,0.003411274,0.0003117483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971064,0.0001544949,0.0003379961,0.0004565395,0.0006760618,0.0002838524,0.0001930703,0.00002880184,0.000762809],"genre_scores_gemma":[0.9978939,0.00005982457,0.000765319,0.00003522074,0.00003313688,0.00001439463,0.00007567387,0.000009812249,0.001112659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08490163,"threshold_uncertainty_score":0.7296764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183140120224569,"score_gpt":0.2005345503423416,"score_spread":0.1887031491400959,"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."}}