{"id":"W7100725294","doi":"","title":"Policy Implications of Warming Permafrost Policy Implications of Warming PermafrostExecutive Summary","year":2013,"lang":"en","type":"article","venue":"","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Active layer; Snow; Northern Hemisphere; Air temperature; Thermokarst; Snowpack; Cryosphere","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":[0.002412106,0.0005589765,0.0004075401,0.0009117963,0.001403175,0.004004932,0.001120874,0.004449429,0.0371723],"category_scores_gemma":[0.006016914,0.0001681343,0.0005543032,0.001191148,0.001095963,0.002315731,0.001520334,0.003238985,0.003047484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005358374,"about_ca_system_score_gemma":0.01364602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03857093,"about_ca_topic_score_gemma":0.03727778,"domain_scores_codex":[0.9980664,0.000635152,0.00006183969,0.0001712471,0.0004657168,0.0005996907],"domain_scores_gemma":[0.9957547,0.001294578,0.0003436082,0.0001378336,0.001660177,0.0008091166],"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":[0.0003056636,0.000262515,0.00901417,0.001291054,0.0001068707,0.0007322572,0.0006347649,0.01370258,0.002433926,0.3252777,0.4871207,0.1591179],"study_design_scores_gemma":[0.00009519279,0.0001398044,0.01484586,0.00204244,0.00007050622,0.0001819124,0.001869793,0.006287259,0.001579459,0.1099891,0.8628229,0.00007557867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.03443115,0.02421397,0.003606747,0.4803975,0.006156001,0.0001381844,0.006006806,0.0005047701,0.4445449],"genre_scores_gemma":[0.6690785,0.031014,0.009190463,0.1478013,0.004792083,0.0003956916,0.003991894,0.0002319676,0.1335041],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03857093,"threshold_uncertainty_score":0.1243537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916418950848859,"score_gpt":0.2849126241425759,"score_spread":0.2657484346340873,"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."}}