{"id":"W1527030529","doi":"10.1029/2011jg001916","title":"How the insulating properties of snow affect soil carbon distribution in the continental pan‐Arctic area","year":2012,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Université Laval","funders":"Seventh Framework Programme; Institut Polaire Français Paul Emile Victor; Centre National de la Recherche Scientifique","keywords":"Environmental science; Snow; Tundra; Permafrost; Soil carbon; Atmospheric sciences; Soil water; Taiga; Ecosystem; Arctic; Snowpack; Soil science; Hydrology (agriculture); Ecology; 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":[0.000225153,0.0003946405,0.0002201896,0.0002926585,0.000285504,0.0006097892,0.000216975,0.0003292346,0.0005190173],"category_scores_gemma":[0.0003919514,0.0001427428,0.0004582496,0.0004042076,0.0002377309,0.000293849,0.000226996,0.0001650997,0.00006605101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488619,"about_ca_system_score_gemma":0.000260521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05300741,"about_ca_topic_score_gemma":0.02849876,"domain_scores_codex":[0.9999268,0.00001616663,0.000004076213,0.00002347691,0.000007249836,0.0000222027],"domain_scores_gemma":[0.9998397,0.0000643875,0.00002566106,0.00001618059,0.00003715444,0.00001698587],"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":[0.0005615304,0.000124825,0.33807,0.0001508658,0.0005689732,0.000634842,0.0002203624,0.5878386,0.05840321,0.000715267,0.0003291224,0.01238237],"study_design_scores_gemma":[0.00004463243,0.000152913,0.6259583,0.0000231772,0.0002150961,0.0001524246,0.0002795522,0.3621406,0.009836743,0.0003839717,0.0007725503,0.00003997278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999176,0.00004538939,0.0002345719,0.00001500369,0.000001888726,0.000001391492,0.0001622171,0.00001405649,0.0003494248],"genre_scores_gemma":[0.9996597,0.00003741134,0.0001017163,0.000004273753,0.000001022631,0.000001423196,0.0001327205,0.000004340935,0.00005746647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05300741,"threshold_uncertainty_score":0.1053978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.090112950534915,"score_gpt":0.2951303996623282,"score_spread":0.2050174491274132,"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."}}