{"id":"W3008223637","doi":"10.5194/gmd-13-4183-2020","title":"Evaluation of the University of Victoria Earth System Climate Model version 2.10 (UVic ESCM 2.10)","year":2020,"lang":"en","type":"article","venue":"Geoscientific model development","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; Concordia University; University of Victoria; Simon Fraser University","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Coupled model intercomparison project; Earth system science; Climate model; Environmental science; Climatology; Permafrost; Meteorology; Climate change; Atmospheric sciences; Geography; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001290975,0.0001233425,0.0001753557,0.00005790693,0.0003401825,0.00002177107,0.0003756282,0.0000626191,0.005556575],"category_scores_gemma":[0.00001875435,0.00009956158,0.00007208491,0.0003428134,0.00008666462,0.000129973,0.0000890815,0.00006428023,0.0006564453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003689294,"about_ca_system_score_gemma":0.0004214112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001909186,"about_ca_topic_score_gemma":0.0009859082,"domain_scores_codex":[0.9979864,0.0001052748,0.0002598857,0.0003305553,0.001070591,0.0002473441],"domain_scores_gemma":[0.9991173,0.00001741505,0.000182031,0.0002498324,0.0003221831,0.0001113055],"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":[0.0001647114,0.00004323663,0.01056606,0.0004137211,0.00003439893,0.000001443768,0.00988273,0.9623132,0.003777261,0.00005168047,0.007400751,0.005350785],"study_design_scores_gemma":[0.0003524447,0.00001441583,0.009804106,0.00005994118,0.00005788486,5.126092e-7,0.0006458857,0.9824936,0.000907078,0.00001467456,0.005534272,0.0001152345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872076,0.0001007886,0.001734352,0.0001217526,0.0005390869,0.000381302,0.001883883,0.000027708,0.008003547],"genre_scores_gemma":[0.996906,0.00002033743,0.0008574032,0.00002336995,0.00001565213,3.606469e-7,0.000691211,0.00000341541,0.001482286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02018033,"threshold_uncertainty_score":0.9953525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06746865915933005,"score_gpt":0.2151487865221646,"score_spread":0.1476801273628346,"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."}}