{"id":"W3159395751","doi":"","title":"CH 4 sink capacity across the geodiversity of Arctic drylands and extreme soils","year":2018,"lang":"en","type":"article","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodiversity; Soil water; Arctic; Sink (geography); Environmental science; The arctic; Soil science; Geography; Physical geography; Geology; Oceanography; Ecology; Cartography; Biodiversity; Biology","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":[0.0001509209,0.0001844063,0.000261608,0.001062788,0.0005738477,0.0008067449,0.0002009426,0.0001292699,0.0005321126],"category_scores_gemma":[0.0002479496,0.0001426718,0.0001502238,0.0008469017,0.0004522911,0.0002627849,0.0004379621,0.0001312206,0.00008019699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173444,"about_ca_system_score_gemma":0.0005863595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1981376,"about_ca_topic_score_gemma":0.3611633,"domain_scores_codex":[0.9999163,0.000006515106,0.000004973136,0.00003546571,0.00001081204,0.00002585025],"domain_scores_gemma":[0.9998363,0.00002355597,0.00004544469,0.00001332244,0.00005294252,0.0000284227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003174952,0.0000224788,0.9235817,0.00006685264,0.0001325833,0.0001033668,0.001104795,0.0007410595,0.06579619,0.0001907863,0.00009356214,0.007848994],"study_design_scores_gemma":[8.629033e-7,0.00000553538,0.9991248,0.000001904009,0.000006526958,0.00001847913,0.0002992782,0.0001310759,0.0002828064,0.00001635071,0.0001106504,0.000001780787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999404,0.0000608646,0.00006777669,0.000004338674,4.176609e-7,0.000001627959,0.0001932287,0.000003635377,0.0002641713],"genre_scores_gemma":[0.9994393,0.00005155698,0.0001239472,0.000006393229,5.372911e-7,0.000002644947,0.0002610403,0.000002368154,0.0001122015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1981376,"threshold_uncertainty_score":0.3939685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08385158781211474,"score_gpt":0.244980901333454,"score_spread":0.1611293135213393,"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."}}