{"id":"W1898833506","doi":"10.1029/2010gl043934","title":"The role of poleward energy transport in Arctic temperature evolution","year":2010,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Climate variability and models","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Troposphere; Arctic; Climatology; Environmental science; Energy transport; Atmospheric sciences; The arctic; Global warming; Zonal and meridional; Climate change; Geology; Oceanography; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006878,0.00007176968,0.00009429402,0.00003467048,0.0001478917,0.00001548281,0.0003299436,0.00006369338,0.0001090969],"category_scores_gemma":[0.0001115123,0.00005056448,0.00005926981,0.0003797808,0.0007140211,0.0001124726,0.00009665344,0.0006143582,0.00005240147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034401,"about_ca_system_score_gemma":0.00002021605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124081,"about_ca_topic_score_gemma":0.003299597,"domain_scores_codex":[0.9984391,0.0001322638,0.000147107,0.0002364207,0.0006078635,0.0004373007],"domain_scores_gemma":[0.9992464,0.0003022672,0.000018416,0.0003319451,0.00001539781,0.00008553165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004391512,0.0001034128,0.01699991,0.000004473266,0.000002621404,0.000002274244,0.0001700459,0.0002299627,0.972373,0.008632343,0.0001302118,0.001307822],"study_design_scores_gemma":[0.0005002877,0.0001402694,0.8554146,0.00002886925,0.000006484079,0.000002524478,0.000314023,0.005140903,0.03163264,0.08800793,0.01855413,0.0002572996],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948007,0.000009388915,0.00001313083,0.00399363,0.0000494501,0.0001038755,0.000004309855,0.000007644758,0.001017911],"genre_scores_gemma":[0.9996421,0.00000916336,0.00004233446,0.0001260398,0.00005937501,0.00002967854,0.000003525481,0.000006720204,0.00008108943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9407403,"threshold_uncertainty_score":0.9941683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015812384966585,"score_gpt":0.2564015009272257,"score_spread":0.2462433770775599,"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."}}