{"id":"W3087281977","doi":"10.5194/tc-14-3155-2020","title":"Evaluating permafrost physics in the Coupled Model Intercomparison Project 6 (CMIP6) models and their sensitivity to climate change","year":2020,"lang":"en","type":"article","venue":"˜The œcryosphere","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Permafrost; Coupled model intercomparison project; Environmental science; Snow; Climatology; Climate change; Latitude; Climate model; Climate sensitivity; Arctic; Atmospheric sciences; 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":[0.002597115,0.00127409,0.0006385646,0.0006899567,0.0005301418,0.001138929,0.0009723586,0.001430187,0.0008843855],"category_scores_gemma":[0.004403157,0.0004109222,0.001261682,0.0009698721,0.0004153299,0.001283821,0.0008515522,0.001106241,0.000136432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008239901,"about_ca_system_score_gemma":0.000728075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02765309,"about_ca_topic_score_gemma":0.0160347,"domain_scores_codex":[0.99954,0.0002099262,0.00003436836,0.00008258642,0.00007287364,0.00006027211],"domain_scores_gemma":[0.9983402,0.0008237343,0.0001894103,0.0002061025,0.0002852285,0.0001551289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001872284,0.00009955147,0.05363982,0.00007119849,0.0004056019,0.0000828691,0.00004551001,0.9381887,0.001945479,0.0004295086,0.0007112984,0.004193306],"study_design_scores_gemma":[0.00005978402,0.000128541,0.02762192,0.0000233766,0.00008642256,0.00003529448,0.00005365254,0.9687356,0.001999586,0.0005623556,0.0006574139,0.00003608573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937176,0.0002754725,0.002460898,0.0002726594,0.00005231431,0.00002162213,0.001783951,0.0002249602,0.001190529],"genre_scores_gemma":[0.9940149,0.0001192647,0.003210569,0.00007708272,0.00002455692,0.00002401871,0.002280177,0.00006173596,0.0001877146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02765309,"threshold_uncertainty_score":0.05498427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2654699938148967,"score_gpt":0.3354457032946087,"score_spread":0.06997570947971199,"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."}}