{"id":"W3083340410","doi":"10.1175/bams-d-20-0104.1","title":"Global Climate","year":2020,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; University of Saskatchewan; Natural Resources Canada; York University; Geological Survey of Canada; Environment and Climate Change Canada","funders":"Laboratory Directed Research and Development; Lawrence Livermore National Laboratory; U.S. Department of Energy","keywords":"Meteorology; Climatology; Environmental science; Global climate; Geography; Climate change; Geology; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039817,0.00009877087,0.000285138,0.000001590215,0.0005849757,0.0000110952,0.0005159026,0.00004752142,0.0003695384],"category_scores_gemma":[0.0006767809,0.00005710665,0.0004098706,0.0003615073,0.003238149,0.000007221694,0.0003637758,0.0001154293,0.00006788337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000411935,"about_ca_system_score_gemma":0.00003518457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106828,"about_ca_topic_score_gemma":0.00002176655,"domain_scores_codex":[0.998603,0.000339073,0.0001766397,0.0001963362,0.0003109333,0.000373944],"domain_scores_gemma":[0.9992835,0.0001855075,0.0002332152,0.0001272746,0.00003419878,0.0001363083],"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":[0.0001346564,0.000101913,0.1140584,0.00002194317,0.0001998326,0.000001852762,0.009077153,0.00002951648,0.00005765063,0.1047027,0.7633482,0.008266219],"study_design_scores_gemma":[0.0001740017,0.0001928785,0.1273702,0.000004479371,0.00005120711,5.099393e-7,0.009950443,0.00001290605,0.00001503698,0.002350907,0.8597285,0.0001489872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2330503,0.0001806519,0.0001549768,0.6699762,0.00009192143,0.0002170596,0.00003375316,0.00012056,0.09617452],"genre_scores_gemma":[0.9608585,0.0004633113,0.003535859,0.03479449,0.0002304586,0.000005937067,1.730539e-7,0.000003926726,0.000107312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7278082,"threshold_uncertainty_score":0.9994745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284756147176526,"score_gpt":0.3029618769449585,"score_spread":0.2744862622273059,"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."}}