{"id":"W4408977403","doi":"10.1093/jpe/rtaf038","title":"Taxonomic diversity predicts aboveground biomass mainly through functional dominance across subtropical forest succession","year":2025,"lang":"en","type":"article","venue":"Journal of Plant Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"South China Botanical Garden, Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Dominance (genetics); Ecological succession; Ecology; Biology; Biomass (ecology); Functional diversity; Secondary succession; Ecosystem; Biodiversity","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":[0.0003052148,0.0001038626,0.0002495308,0.00003899739,0.0005815588,0.00001219365,0.0002265733,0.0001485685,0.000283778],"category_scores_gemma":[0.00008631122,0.000085242,0.00007917074,0.0001109214,0.0003439409,0.0002781932,0.0004780293,0.0002295273,0.00006144478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034819,"about_ca_system_score_gemma":0.000039396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006132066,"about_ca_topic_score_gemma":0.005609266,"domain_scores_codex":[0.9990491,0.00007654122,0.0003315313,0.0001628351,0.000123271,0.0002567546],"domain_scores_gemma":[0.9993224,0.0002210001,0.000312417,0.00007561526,0.00002559188,0.000042976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003127174,0.000119795,0.9864172,0.000009290431,0.00006763333,0.00007247661,0.0001746238,0.0009849709,0.0004469586,0.001580018,0.00973817,0.00007620139],"study_design_scores_gemma":[0.001051104,0.0001839426,0.9899718,0.00001274009,0.00003196526,0.0001034673,0.0001458338,0.0005106668,0.00004258209,0.003828491,0.004045611,0.00007177674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908784,0.00004696413,0.004743604,0.001223298,0.001473172,0.00008869659,0.00003451886,0.000007190956,0.001504138],"genre_scores_gemma":[0.9981172,0.00009063212,0.0006655433,0.0004131175,0.00006417006,0.000003528933,0.000007103301,0.000002631401,0.0006360614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007238796,"threshold_uncertainty_score":0.4472939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302701764138953,"score_gpt":0.2398419408994168,"score_spread":0.2268149232580272,"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."}}