{"id":"W2082329931","doi":"10.1175/jcli-d-14-00458.1","title":"Variability and Trends of Global Atmospheric Frontal Activity and Links with Large-Scale Modes of Variability","year":2015,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Climate variability and models","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Climatology; Southern Hemisphere; Northern Hemisphere; Middle latitudes; Latitude; Atmospheric circulation; Geology; Environmental science; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003595306,0.0001590105,0.0005269469,0.000008438281,0.00004843882,0.0000161476,0.000143332,0.0001551001,0.0001719654],"category_scores_gemma":[0.0001689148,0.0001167787,0.00007744428,0.0002124643,0.0004371968,0.0004707406,0.0002410705,0.0002336112,6.702445e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779662,"about_ca_system_score_gemma":0.00004307357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000201764,"about_ca_topic_score_gemma":0.0001863231,"domain_scores_codex":[0.9982951,0.0002860745,0.0005200287,0.0002448406,0.0004050697,0.0002488564],"domain_scores_gemma":[0.9987186,0.0001838305,0.0005293179,0.0002604192,0.00006908186,0.0002388106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001068573,0.0007620922,0.9857357,0.0000851914,0.0000361722,0.000003182108,0.00068702,0.003468454,0.002945841,0.0003139133,0.00001978076,0.004874075],"study_design_scores_gemma":[0.002468064,0.001041479,0.9431865,0.00005693172,0.0001750694,0.0001083961,0.0003494384,0.04600326,0.0005975232,0.005681179,0.0001144301,0.0002176827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889302,0.00002480977,0.004802435,0.0001418209,0.00005264783,0.0000839487,0.000105729,0.000006701035,0.005851705],"genre_scores_gemma":[0.9860424,0.00006912952,0.01383927,0.00001556221,0.00001723728,0.000001209329,8.838878e-7,0.00000667329,0.000007626166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04254916,"threshold_uncertainty_score":0.4762096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221975253174322,"score_gpt":0.2496118149057578,"score_spread":0.2373920623740146,"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."}}