{"id":"W2989921061","doi":"","title":"Forest fires and their effect on soil carbon turnover - comparison of permafrost and non-permafrost areas from Canada","year":2018,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Soil carbon; Environmental science; Physical geography; Carbon fibers; Carbon cycle; Soil water; Earth science; Soil science; Geology; Geography; Ecosystem; Ecology; Oceanography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001530339,0.0003617227,0.0004981423,0.00006151109,0.000192717,0.0001396423,0.0002078307,0.0001391419,0.0005168551],"category_scores_gemma":[0.00003281199,0.0002656812,0.00004142589,0.00009281198,0.0002124645,0.0001608927,0.00003834811,0.000220191,0.00001518517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001274911,"about_ca_system_score_gemma":0.0001834075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.780571,"about_ca_topic_score_gemma":0.9843954,"domain_scores_codex":[0.9983842,0.000067347,0.0003387624,0.0004639434,0.0003002547,0.0004455009],"domain_scores_gemma":[0.9987614,0.0004003223,0.0002009953,0.0002633519,0.00009520402,0.0002787343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001383564,0.00002161809,0.9569499,0.00003296107,0.00003209776,0.00001452975,0.001032485,0.000169343,0.03489337,0.000003033065,0.001252976,0.005459262],"study_design_scores_gemma":[0.0004183048,0.0005928976,0.9507421,0.00009100278,0.00002306847,0.000006496307,0.0003026634,0.008753056,0.03801519,0.00003329692,0.0007045083,0.0003174661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863047,0.0003938282,7.216276e-7,0.0003375025,0.0004411817,0.0001947352,0.007371004,0.0000152902,0.004941059],"genre_scores_gemma":[0.9961968,0.00007211562,0.000007443193,0.0003014836,0.0004314547,0.000002395988,0.002903704,0.00001027913,0.00007433842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2038244,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337145210330872,"score_gpt":0.2394730143786168,"score_spread":0.2161015622753081,"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."}}