{"id":"W4417289750","doi":"10.1002/advs.202517442","title":"Compartmentalized Homeostasis Drives High Bamboo Forest Productivity under Nutrient Imbalance","year":2025,"lang":"en","type":"article","venue":"Advanced Science","topic":"Plant nutrient uptake and metabolism","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Nutrient; Ecological stoichiometry; Ecosystem; Bamboo; Nutrient cycle; Productivity; Forest ecology","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":[0.0003370304,0.0001838442,0.0002618495,0.00004665498,0.0006491004,0.00009988763,0.0006019866,0.0000397921,0.00003618084],"category_scores_gemma":[0.00009538857,0.0000779537,0.00006586458,0.001729422,0.0005479023,0.0006180616,0.0001790316,0.0001101701,0.00002722467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006951721,"about_ca_system_score_gemma":0.00004549896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000516485,"about_ca_topic_score_gemma":0.0001761523,"domain_scores_codex":[0.9980887,0.00004229671,0.0002188834,0.0006849543,0.0004161322,0.0005490729],"domain_scores_gemma":[0.9993551,0.0001265313,0.0001016247,0.0001594093,0.0001195678,0.0001377002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009195314,0.0003250343,0.01831746,0.000006068854,0.00001074345,0.00000372566,0.00004430464,0.000145441,0.8165212,0.08199763,0.0004663269,0.08207016],"study_design_scores_gemma":[0.0005272441,0.0000896338,0.6761341,0.00004799436,0.00001487221,0.000004217863,0.0002575591,0.00005773557,0.1366448,0.01556072,0.170386,0.0002750686],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942137,0.001145702,0.000164242,0.001874396,0.0007367393,0.0004055797,0.00006127854,0.0001150513,0.001283334],"genre_scores_gemma":[0.9973306,0.0005604636,0.0005835214,0.000529312,0.00007064296,0.00004473608,0.0000343907,7.011946e-7,0.0008456499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6798763,"threshold_uncertainty_score":0.4992421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196798176293949,"score_gpt":0.2444861358121163,"score_spread":0.2325181540491768,"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."}}