{"id":"W3009999626","doi":"","title":"Changes in Hydrologic Conditions and Greenhouse Gas Emissions in Circumpolar Regions due to Climate Change-Induced Permafrost Retreat","year":2011,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Methanogenesis; Peat; Greenhouse gas; Environmental science; Arctic; Ecosystem; Hydrology (agriculture); Thermokarst; Climate change; Atmospheric sciences; Methane; Physical geography; Geology; Ecology; Oceanography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001150304,0.0001236292,0.0001034494,0.0005189204,0.0004609786,0.0004406829,0.0001318937,0.0001773542,0.0007855622],"category_scores_gemma":[0.0002744264,0.0001002608,0.0000979125,0.000702228,0.0002851042,0.0001888983,0.0002355345,0.0001757372,0.00006832819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735564,"about_ca_system_score_gemma":0.001046892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5493226,"about_ca_topic_score_gemma":0.7635884,"domain_scores_codex":[0.9999522,0.000004967143,0.000002492563,0.00001103422,0.000008742984,0.00002063372],"domain_scores_gemma":[0.9998646,0.00001172282,0.00004395207,0.000006592795,0.0000270399,0.00004600944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005505885,0.00001458943,0.9951918,0.000008339832,0.00001658624,0.0000972829,0.0002156758,0.0001656199,0.001978723,0.00002598307,0.0001118214,0.002118497],"study_design_scores_gemma":[5.288985e-7,0.000002179645,0.9997231,6.911742e-7,0.000001649766,0.000007131991,0.0001353887,0.00003266775,0.00003365897,0.000002719164,0.00005979338,3.956038e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993404,0.0000883696,0.00001230352,0.00002289307,0.000001299207,0.000001974403,0.0002518191,0.000003018721,0.000277976],"genre_scores_gemma":[0.99924,0.0001296743,0.00005330194,0.00002098343,0.000002932518,0.000002477167,0.0003926604,0.00000117324,0.0001567807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5493226,"threshold_uncertainty_score":0.9066631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08114187421984012,"score_gpt":0.2637136972138848,"score_spread":0.1825718229940447,"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."}}