{"id":"W3210787560","doi":"","title":"The Influence of Arctic Tundra Fires on Methane Hotspot Distribution in the Yukon-Kuskokwim Delta, Alaska","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tundra; Delta; Hotspot (geology); Arctic; Physical geography; The arctic; Environmental science; Geology; Earth science; Geography; Oceanography; Engineering","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":[0.001189584,0.0001739181,0.0001728703,0.00001279679,0.0001803169,0.00004260018,0.000542603,0.00008495501,0.00001381837],"category_scores_gemma":[0.0009719155,0.00009881899,0.00006522273,0.0003725597,0.0002384307,0.0001067003,0.000104141,0.0004368043,0.000183807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006443438,"about_ca_system_score_gemma":0.00001461013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007779276,"about_ca_topic_score_gemma":0.001077354,"domain_scores_codex":[0.9981804,0.000232781,0.0004497574,0.0002921436,0.0004792771,0.000365591],"domain_scores_gemma":[0.9982416,0.001083035,0.000266973,0.0002953276,0.0000146854,0.00009836075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002161494,0.0002182206,0.1015481,0.00006811887,0.00004972646,0.00005631838,0.006786525,0.8740193,0.01184106,0.0002635782,0.0005880972,0.00434489],"study_design_scores_gemma":[0.0004507202,0.0002946547,0.9881544,0.0001708669,0.0000386725,0.000009097785,0.0009166102,0.001499532,0.003750373,0.001123715,0.00332824,0.0002631814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921402,0.000143935,0.000002199438,0.003084483,0.00005556318,0.0002510726,0.000009701543,0.00002140808,0.004291389],"genre_scores_gemma":[0.9990438,0.0001258035,0.00004788843,0.0006719992,0.00003538832,0.00001529921,0.00001392952,0.00001163822,0.00003420596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8866063,"threshold_uncertainty_score":0.998828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393202302471628,"score_gpt":0.2288859168635095,"score_spread":0.2149538938387932,"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."}}