{"id":"W2284339031","doi":"10.2134/csa2015-60-10-1","title":"Permafrost Carbon: What soil science has to say about its distribution and fate","year":2015,"lang":"en","type":"article","venue":"CSA News","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Earth science; Soil carbon; Climate change; Environmental science; Geology; Soil water; Soil science; Oceanography","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":[0.002989126,0.000720938,0.001029619,0.001738676,0.001748971,0.005773183,0.001038425,0.00270054,0.00722172],"category_scores_gemma":[0.004116923,0.0003700356,0.0006454841,0.002743868,0.003184996,0.009470882,0.001241622,0.003541421,0.002068053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00230195,"about_ca_system_score_gemma":0.003306678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01670275,"about_ca_topic_score_gemma":0.03122715,"domain_scores_codex":[0.9991989,0.0001503365,0.00003310469,0.0001608707,0.0002977355,0.0001590114],"domain_scores_gemma":[0.995987,0.001240843,0.0003619653,0.0003784732,0.001359911,0.0006717729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003122431,0.0002214029,0.07694174,0.003412351,0.0004668395,0.0005199817,0.002419843,0.001437784,0.005086858,0.02949225,0.2713174,0.6083712],"study_design_scores_gemma":[0.00003101735,0.0001891311,0.07746207,0.003262696,0.0001891316,0.0006439093,0.009398707,0.0007429889,0.002880162,0.1305491,0.7744498,0.0002013219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04126056,0.5614854,0.004756043,0.3603317,0.006704755,0.00002535069,0.003631104,0.0003412575,0.02146389],"genre_scores_gemma":[0.2870527,0.6034563,0.007850383,0.07575254,0.01035621,0.00006928186,0.003427997,0.0003421235,0.01169252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01670275,"threshold_uncertainty_score":0.03321105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07434238319277148,"score_gpt":0.2651969267991911,"score_spread":0.1908545436064196,"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."}}