{"id":"W2783454034","doi":"10.1186/s13021-017-0090-0","title":"Ecosystem carbon emissions from 2015 forest fires in interior Alaska","year":2018,"lang":"en","type":"article","venue":"Carbon Balance and Management","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ames Research Center; National Aeronautics and Space Administration","keywords":"Environmental science; Topsoil; Taiga; Boreal; Ecosystem; Forest floor; Terrestrial ecosystem; Soil carbon; Hydrology (agriculture); Soil water; Forestry; Soil science; Ecology; Geology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000208792,0.0001766256,0.0002172236,0.0000527318,0.00004524886,0.0000360358,0.0002244901,0.00006099492,0.00009908751],"category_scores_gemma":[0.00001271879,0.0001582777,0.00002630667,0.000162031,0.00007302446,0.00008227199,0.000363428,0.00007542866,0.00009238631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835904,"about_ca_system_score_gemma":0.000003071119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002858091,"about_ca_topic_score_gemma":0.008627094,"domain_scores_codex":[0.9987302,0.00005916193,0.0002394864,0.0004536067,0.0002030418,0.000314445],"domain_scores_gemma":[0.999402,0.00003102974,0.00007534908,0.000380051,0.000004290349,0.000107234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004420999,0.00005600706,0.9821684,0.0001100746,0.00003740864,0.00009306017,0.0007177024,0.00002602229,0.002816361,0.00003744609,0.006012303,0.007880992],"study_design_scores_gemma":[0.00114789,0.0001914378,0.8802428,0.0005803009,0.00003495416,0.000004591184,0.0003317734,0.06881545,0.0009571374,0.0002160681,0.04701701,0.0004605386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648886,0.0001862198,0.00001227201,0.0002509042,0.0005110308,0.0005009739,0.000007289118,0.00005357903,0.03358918],"genre_scores_gemma":[0.9986207,0.0001090943,0.0001076964,0.0001365169,0.0001145843,0.0000997138,0.000005712242,0.00001825516,0.0007877491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019256,"threshold_uncertainty_score":0.6454377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004687652491834012,"score_gpt":0.2089194575157308,"score_spread":0.2042318050238968,"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."}}