{"id":"W2056034845","doi":"10.1002/ppp.684","title":"Potential remobilization of belowground permafrost carbon under future global warming","year":2010,"lang":"en","type":"article","venue":"Permafrost and Periglacial Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"International Permafrost Association; National Science Foundation","keywords":"Permafrost; Soil carbon; Earth science; Peat; Geology; Terrain; Carbon fibers; Thermokarst; Climate change; Environmental science; Physical geography; Soil water; Soil science; Ecology; Geography; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000175775,0.0002959975,0.000325805,0.000076077,0.0003645227,0.000157038,0.000222091,0.0002470705,0.002839011],"category_scores_gemma":[0.0000466093,0.0002549177,0.00006617913,0.000452539,0.0003189023,0.0003998346,0.00003621071,0.000255729,0.00001689795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006037018,"about_ca_system_score_gemma":0.0001740123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00243095,"about_ca_topic_score_gemma":0.06724945,"domain_scores_codex":[0.9983927,0.00003693936,0.0003536149,0.0004341931,0.0003632147,0.0004193589],"domain_scores_gemma":[0.9991641,0.00005196437,0.0001523295,0.0002018703,0.0002301225,0.0001995908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575544,0.00004381473,0.9776704,0.0003766351,0.000017693,0.00001202898,0.001544086,0.00004281266,0.01415976,0.0001117559,0.00009222235,0.005771243],"study_design_scores_gemma":[0.0007678767,0.0001760222,0.9806735,0.00005339474,0.00009423817,0.0002318799,0.003011358,0.002404747,0.001335533,0.0009945439,0.00962287,0.0006340567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842927,0.001866098,0.00001626219,0.0005451316,0.00154792,0.0002084744,0.008061646,0.00005309374,0.003408716],"genre_scores_gemma":[0.9925696,0.0008961226,0.00007172635,0.0002133958,0.001777156,0.000002780294,0.004377265,0.00001121622,0.000080725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0648185,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097878027739431,"score_gpt":0.2362168787857117,"score_spread":0.2252380985083174,"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."}}