{"id":"W2051899641","doi":"10.5194/acp-15-6721-2015","title":"The POLARCAT Model Intercomparison Project (POLMIP): overview and evaluation with observations","year":2015,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Climate Program Office; Natural Environment Research Council; Science Mission Directorate; Goddard Space Flight Center; Office of Science; Grand Équipement National De Calcul Intensif; Centre National de la Recherche Scientifique; U.S. Department of Energy; California Institute of Technology; European Commission; National Oceanic and Atmospheric Administration; Sight Research UK; Agence Nationale de la Recherche; Naturvårdsverket; National Aeronautics and Space Administration; Bundesministerium für Verkehr, Innovation und Technologie; Centre National d’Etudes Spatiales; National Center for Atmospheric Research; National Science Foundation","keywords":"Environmental science; Atmospheric sciences; Chemical transport model; Climatology; Ozone depletion; Arctic; Meteorology; Ozone; Stratosphere; Geography; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009214257,0.001624072,0.0005573499,0.001153418,0.0006491384,0.001577281,0.002373282,0.001019117,0.002430994],"category_scores_gemma":[0.007102103,0.0006162423,0.0007305016,0.002099051,0.000333499,0.002261225,0.001166856,0.0008457248,0.0008648394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211182,"about_ca_system_score_gemma":0.0018061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04212867,"about_ca_topic_score_gemma":0.02420988,"domain_scores_codex":[0.9983338,0.0008101689,0.00008674491,0.0003222126,0.0003733541,0.00007379876],"domain_scores_gemma":[0.9970029,0.0009310931,0.0002868572,0.0006341891,0.001017057,0.0001278904],"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":[0.002745109,0.00148519,0.2477536,0.001083903,0.002103536,0.0005097507,0.0006708478,0.3727585,0.01188339,0.002859141,0.0490603,0.3070867],"study_design_scores_gemma":[0.001171946,0.001361368,0.2017436,0.0003749076,0.0008113059,0.0001646349,0.0007224556,0.7164299,0.02034827,0.002583847,0.05406089,0.0002267846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7525819,0.002702304,0.09931773,0.001879914,0.0005934099,0.002516284,0.1012765,0.01789034,0.02124172],"genre_scores_gemma":[0.7551581,0.001267988,0.1119964,0.0004572603,0.000149326,0.002264992,0.1237634,0.002293206,0.002649385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04212867,"threshold_uncertainty_score":0.08376694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07347425433175529,"score_gpt":0.2732206312697906,"score_spread":0.1997463769380353,"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."}}