{"id":"W4236827196","doi":"10.5194/bg-2018-201","title":"Reviews and syntheses: Changing ecosystem influences on soil thermal regimes in northern high-latitude permafrost regions","year":2018,"lang":"en","type":"article","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montfort Hospital; Université de Montréal; University of Saskatchewan","funders":"Division of Arctic Sciences; U.S. Army; Academy of Finland; Natural Environment Research Council; Sight Research UK","keywords":"Permafrost; Environmental science; Ecosystem; Climate change; Vegetation (pathology); Soil carbon; Terrestrial ecosystem; Disturbance (geology); Soil water; Carbon cycle; Earth science; Atmospheric sciences; Ecology; Soil science; Geology; Geomorphology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001168027,0.001570225,0.002254835,0.007047423,0.0003967614,0.002214216,0.0008288631,0.001599634,0.01630164],"category_scores_gemma":[0.007291086,0.0005664841,0.001420735,0.01376728,0.0006145618,0.001662779,0.001080281,0.001560033,0.003561356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596345,"about_ca_system_score_gemma":0.003678741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005510899,"about_ca_topic_score_gemma":0.007306972,"domain_scores_codex":[0.9991851,0.000160541,0.0002194187,0.0001809468,0.0001975296,0.00005650695],"domain_scores_gemma":[0.993804,0.004337198,0.0008538792,0.0001499473,0.0007291728,0.0001257856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001434662,0.00004779112,0.0004185275,0.3740567,0.001095039,0.0001823346,0.000427896,0.001433759,0.001602016,0.005714707,0.1307952,0.4840828],"study_design_scores_gemma":[0.00003028774,0.00006018572,0.003611961,0.1056665,0.001239339,0.0002951323,0.0002085581,0.0001315526,0.000370837,0.002400955,0.885931,0.00005370107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000159592,0.9959658,0.0001645992,0.0005055968,0.0009591307,0.00001257261,0.0004726336,0.0000221473,0.001737842],"genre_scores_gemma":[0.001291569,0.996533,0.0002525236,0.0004503536,0.0006264728,0.00003249412,0.0003208685,0.00001216414,0.0004805116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01630164,"threshold_uncertainty_score":0.05453438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04285041252975744,"score_gpt":0.2504410664597065,"score_spread":0.2075906539299491,"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."}}