{"id":"W2143632296","doi":"10.1017/s0266467403001135","title":"Seasonal patterns of fine-root productivity and turnover in a tropical savanna of northern Australia","year":2004,"lang":"en","type":"article","venue":"Journal of Tropical Ecology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Productivity; Biomass (ecology); Ecosystem; Primary production; Tropics; Environmental science; Nutrient; Agronomy; Primary productivity; Agroforestry; Ecology; Biology","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":[0.00009011123,0.00009234492,0.0003690968,0.00002579409,0.0000151047,0.000004888388,0.0001332153,0.0001254235,0.00007921483],"category_scores_gemma":[0.0001388826,0.00003877456,0.0001214598,0.0001161992,0.0001146714,0.00005873392,0.00003443332,0.0002463162,8.297395e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000487795,"about_ca_system_score_gemma":0.00002756912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001796744,"about_ca_topic_score_gemma":0.06121288,"domain_scores_codex":[0.999018,0.00008515163,0.0004231368,0.0001241516,0.0001738677,0.0001757165],"domain_scores_gemma":[0.9993864,0.0001141701,0.0002651922,0.00003349875,0.0001125126,0.00008818396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002183493,0.0003337067,0.9854056,0.00001446993,0.00002159846,0.00003035019,0.00004690033,0.00004148135,0.01186863,0.0002674042,0.000004170602,0.001747339],"study_design_scores_gemma":[0.0007271603,0.001297427,0.9954927,0.00001880218,0.0000167691,0.0000995285,0.00002310939,0.00002039209,0.001238784,0.0009409278,0.00006218364,0.00006221283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982088,0.00004433332,0.000006561922,0.001533258,0.0001188404,0.00006524335,0.00001384767,0.000002244216,0.000006924815],"genre_scores_gemma":[0.9997254,0.000005270681,0.00007994321,0.00001833191,0.0001558059,9.712179e-7,0.000001214288,7.858214e-7,0.00001225527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06103321,"threshold_uncertainty_score":0.9559175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779253345871194,"score_gpt":0.2395692794549755,"score_spread":0.2217767459962636,"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."}}