{"id":"W3212244089","doi":"10.1111/geb.13422","title":"Carbon and nitrogen dynamics in tropical ecosystems following fire","year":2021,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Ecosystem; Tropical savanna climate; Biogeochemical cycle; Environmental science; Tropics; Ecology; Fire regime; Soil carbon; Nitrogen cycle; Nitrogen; Soil water; Biology; Chemistry; Soil science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001302082,0.0004505384,0.0004896309,0.001237312,0.000265756,0.00073421,0.0003913626,0.0002261194,0.0005977087],"category_scores_gemma":[0.001426301,0.000197761,0.001761157,0.001691954,0.0002862902,0.0005201467,0.0005359986,0.0002491855,0.00004510998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005708375,"about_ca_system_score_gemma":0.0004683995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02455593,"about_ca_topic_score_gemma":0.02327817,"domain_scores_codex":[0.9996123,0.000127797,0.00005373395,0.0001150413,0.00004725473,0.00004381236],"domain_scores_gemma":[0.9991446,0.0002997921,0.000317594,0.0000771995,0.0001059934,0.00005483324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003813558,0.00003725816,0.9503062,0.002525167,0.02028099,0.0001734878,0.0002571573,0.003184138,0.004065226,0.000251356,0.0003364175,0.0182013],"study_design_scores_gemma":[0.00001633794,0.00007923572,0.9887848,0.0002542679,0.005446013,0.0001345424,0.0003217974,0.002688048,0.0008901616,0.0002844794,0.001083118,0.00001720798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694848,0.02745017,0.0007714254,0.0001555663,0.00002996997,0.00001065416,0.001493584,0.00001657091,0.0005873712],"genre_scores_gemma":[0.9955368,0.003624422,0.0002668815,0.00003936408,0.00001212008,0.00000728172,0.0004605345,0.000003335926,0.00004942318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02455593,"threshold_uncertainty_score":0.04882598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002573012047477531,"score_gpt":0.1890540695559696,"score_spread":0.1864810575084921,"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."}}