{"id":"W1640241469","doi":"","title":"The Tropopause Inversion Layer in Baroclinic Life Cycle Experiments","year":2009,"lang":"en","type":"article","venue":"EGUGA","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Baroclinity; Tropopause; Anticyclone; Climatology; Extratropical cyclone; Amplitude; Geology; Inversion (geology); Atmospheric sciences; Physics; Troposphere; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002772611,0.00006794719,0.00007014733,0.00001048686,0.000121905,0.00002099261,0.0001818193,0.00004259176,0.0008597362],"category_scores_gemma":[0.00006676919,0.00004850001,0.00002947526,0.00009890408,0.00006356317,0.0001347991,0.00008520834,0.00008740296,0.0006792401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009088845,"about_ca_system_score_gemma":0.000006149869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000171922,"about_ca_topic_score_gemma":0.00008713236,"domain_scores_codex":[0.9992526,0.00005274376,0.0001570654,0.0001810474,0.0001569419,0.0001995588],"domain_scores_gemma":[0.9995936,0.00005731078,0.00002776853,0.0002436107,0.000001544468,0.00007621237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006124891,0.002834422,0.6514868,0.00001362855,0.00002804228,0.00004777853,0.01236902,0.04478219,0.1698685,0.002938886,0.06487401,0.05014416],"study_design_scores_gemma":[0.004068501,0.0006881208,0.807978,0.00004915949,0.00002221313,0.000004196701,0.001551446,0.03991513,0.01321307,0.02996557,0.1016451,0.0008994068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887599,0.00003551194,0.000011551,0.001542524,0.00009718614,0.0001141292,8.29287e-7,0.00002074715,0.009417634],"genre_scores_gemma":[0.9981472,0.00005477967,0.0001182586,0.001278105,0.00002135204,0.000005462829,0.000001288489,0.000003683107,0.000369816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1566555,"threshold_uncertainty_score":0.9413508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978914173524905,"score_gpt":0.2851536218633902,"score_spread":0.2553644801281411,"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."}}