{"id":"W2138884861","doi":"10.1002/qj.416","title":"Intercomparison of model simulations of mixed‐phase clouds observed during the ARM Mixed‐Phase Arctic Cloud Experiment. I: single‐layer cloud","year":2009,"lang":"en","type":"article","venue":"Quarterly Journal of the Royal Meteorological Society","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":414,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Liquid water path; Liquid water content; Environmental science; Parametrization (atmospheric modeling); Atmospheric sciences; Cloud physics; Cloud top; Meteorology; Cloud computing; Ice cloud; Physics; Radiative transfer; Optics; Aerosol","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00163262,0.001368514,0.001178705,0.0005316398,0.0009257381,0.001232843,0.001491402,0.00211374,0.000867318],"category_scores_gemma":[0.001933968,0.0007981532,0.001640416,0.0007067888,0.0005296138,0.0007849426,0.000519703,0.001049647,0.0002021077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002864461,"about_ca_system_score_gemma":0.001243611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05293022,"about_ca_topic_score_gemma":0.02674504,"domain_scores_codex":[0.9994835,0.0001730933,0.00003210605,0.0001246826,0.00006523502,0.0001213642],"domain_scores_gemma":[0.9985912,0.0007837829,0.0001197423,0.0001161521,0.0002190117,0.00016996],"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":[0.0007053371,0.0004263232,0.02463143,0.00005206375,0.0004389603,0.0001096518,0.0001032814,0.9668287,0.003557405,0.0003186771,0.0005740128,0.002254153],"study_design_scores_gemma":[0.0003164231,0.000465676,0.01110095,0.00001007533,0.0001188713,0.00001828971,0.00007393368,0.9842866,0.002975553,0.0001650153,0.00043039,0.00003821772],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977398,0.00006244736,0.0004294747,0.00007916538,0.00002216547,0.0000219163,0.0005905611,0.00007507562,0.0009795116],"genre_scores_gemma":[0.9975219,0.00003562497,0.0009622417,0.00004278006,0.000009204629,0.0000446818,0.001104522,0.00003241544,0.0002465725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05293022,"threshold_uncertainty_score":0.1052442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943777805658623,"score_gpt":0.2813741958735398,"score_spread":0.2419364178169536,"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."}}