{"id":"W6988063595","doi":"","title":"Wildfires in earth system: Driver, transport and feedback","year":2019,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plume; Disturbance (geology); Ecosystem; Climate change; Lag; Northern Hemisphere; Panache; Time lag; Southern Hemisphere; Vegetation (pathology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005010472,0.0004688067,0.0003173556,0.0006308811,0.0002892728,0.0005770783,0.0005786243,0.0005671392,0.001378696],"category_scores_gemma":[0.001113796,0.0003028755,0.0007128273,0.000889212,0.0001835835,0.0007190977,0.0004294483,0.0005680061,0.0002264527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008483,"about_ca_system_score_gemma":0.0006356691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0834682,"about_ca_topic_score_gemma":0.08614558,"domain_scores_codex":[0.9998398,0.00002292928,0.00001202377,0.00005771675,0.00003717089,0.00003034705],"domain_scores_gemma":[0.9997075,0.00008665965,0.00004601551,0.00003884199,0.00007187147,0.00004914074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002411661,0.0003810465,0.6022648,0.0002580752,0.000460682,0.0004185528,0.0001830989,0.3488104,0.007194433,0.002251972,0.007832142,0.02970361],"study_design_scores_gemma":[0.00006229148,0.00005630637,0.3182622,0.00003000258,0.0001021288,0.00008390129,0.0001829264,0.6731451,0.001932489,0.001560269,0.00453354,0.00004889799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811651,0.0003536004,0.002828037,0.0004843165,0.00004823154,0.00002673537,0.01328856,0.0004707983,0.001334636],"genre_scores_gemma":[0.9869021,0.0002018902,0.001634809,0.00003906294,0.00002420995,0.00001328748,0.01075707,0.00004125507,0.0003862223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0834682,"threshold_uncertainty_score":0.1659647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00242679122965722,"score_gpt":0.1684860257012441,"score_spread":0.1660592344715869,"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."}}