{"id":"W2093141670","doi":"10.1029/2010eo090003","title":"Why Permafrost Is Thawing, Not Melting","year":2010,"lang":"en","type":"article","venue":"Eos","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Terminology; Permafrost; Climate change; Global warming; Public relations; Political science; Engineering ethics; Data science; Sociology; Computer science; Linguistics; Ecology; Engineering","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":[0.001338462,0.0001408279,0.0002775521,0.0002750003,0.002045412,0.001916082,0.0004969145,0.002009466,0.00702741],"category_scores_gemma":[0.00795023,0.0001286446,0.0002627669,0.0003177692,0.00525317,0.003245478,0.000773152,0.002213985,0.001297962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140745,"about_ca_system_score_gemma":0.001598189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007144422,"about_ca_topic_score_gemma":0.008999307,"domain_scores_codex":[0.9993271,0.0001816761,0.00003992958,0.0001318422,0.0001753922,0.0001441521],"domain_scores_gemma":[0.9986585,0.0003494595,0.0002967855,0.00009578429,0.0004115317,0.0001878756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007401397,0.0001225006,0.1324734,0.001459866,0.0002162924,0.004984086,0.03646683,0.001039106,0.01412125,0.2754637,0.3170128,0.2159001],"study_design_scores_gemma":[0.00005094385,0.0001101779,0.09924448,0.0007994719,0.00009027849,0.003842898,0.03365684,0.0008102134,0.00540151,0.3140906,0.5418072,0.00009531227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2525745,0.02084044,0.008564626,0.4830607,0.01908811,0.0000499359,0.0007879433,0.0003066378,0.2147271],"genre_scores_gemma":[0.9518855,0.004651989,0.001536952,0.02568918,0.001987618,0.00001231246,0.0001862386,0.0001244458,0.01392581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007144422,"threshold_uncertainty_score":0.02350903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373166613230152,"score_gpt":0.2472148276110896,"score_spread":0.2134831614787881,"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."}}