{"id":"W1970591312","doi":"10.2136/sh2014-55-2-f","title":"Spotlight Back on Antarctica's Peculiar Soils as Scientists Study Climate Change Effects","year":2014,"lang":"en","type":"article","venue":"Soil Horizons","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil water; Temperate climate; Glacier; Physical geography; The arctic; Geology; Earth science; Geography; Oceanography; Ecology; Soil science; 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":[0.009236647,0.001235527,0.0009701276,0.003282367,0.007717033,0.01370612,0.001586314,0.006689866,0.01225881],"category_scores_gemma":[0.01282269,0.0006391055,0.0007875759,0.006760081,0.009522175,0.01182402,0.00402253,0.01365933,0.004721707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002661857,"about_ca_system_score_gemma":0.004870751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01255673,"about_ca_topic_score_gemma":0.04382366,"domain_scores_codex":[0.9962864,0.001691489,0.0001518089,0.0003924131,0.0008841814,0.0005937321],"domain_scores_gemma":[0.9848751,0.006518547,0.001033857,0.001058608,0.002510886,0.004002925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007505195,0.000033323,0.004818313,0.0006140295,0.00006351245,0.0002368849,0.014294,0.000051324,0.0005046528,0.01705052,0.8802054,0.08205302],"study_design_scores_gemma":[0.00001078812,0.00004226865,0.007119139,0.0006444385,0.00001796572,0.0001512681,0.01495094,0.00002312008,0.0001334532,0.01468037,0.9621894,0.00003691381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005699357,0.1695276,0.0007189757,0.7615535,0.04595693,0.00001655432,0.0006396828,0.0001547134,0.01573271],"genre_scores_gemma":[0.0835645,0.1987708,0.002859264,0.5988148,0.08736549,0.0000732341,0.0006743222,0.0005977159,0.02727985],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01370612,"threshold_uncertainty_score":0.04884863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324099800672358,"score_gpt":0.2708855029415325,"score_spread":0.2576445049348089,"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."}}