{"id":"W2800505464","doi":"","title":"The Role of Moist Shells in Determining the Dilution of Cumulus Clouds due to Turbulent Mixing","year":2018,"lang":"en","type":"article","venue":"15th Conference on Cloud Physics/15th Conference on Atmospheric Radiation","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dilution; Mixing (physics); Turbulence; Environmental science; Mechanics; Meteorology; Atmospheric sciences; Physics; Thermodynamics","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":[0.0005914614,0.0003369584,0.0004318043,0.00001618775,0.0003514397,0.0001319901,0.0006900245,0.0001204264,0.0002679903],"category_scores_gemma":[0.0001780135,0.0002265047,0.00009945758,0.000686375,0.0003481456,0.0002040575,0.00003443585,0.0002942679,0.0001652242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000403796,"about_ca_system_score_gemma":0.0003001517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504555,"about_ca_topic_score_gemma":0.0007622552,"domain_scores_codex":[0.9975289,0.0002622089,0.0005936125,0.000487663,0.0005928582,0.0005347765],"domain_scores_gemma":[0.997944,0.0004747254,0.0005388262,0.0005380987,0.0003576464,0.0001467008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005535944,0.0001590461,0.03774867,0.0000698025,0.00004581955,0.00000355981,0.00454346,0.02202138,0.0005544077,0.03285374,0.0001958649,0.9012507],"study_design_scores_gemma":[0.00064901,0.001558015,0.2330107,0.0003276179,0.00002949496,0.000002111312,0.001145001,0.7440221,0.005268956,0.01279671,0.0007872233,0.0004030898],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843203,0.0001440945,0.001712776,0.0006380416,0.0006609157,0.0007174389,0.0000316209,0.0000339226,0.01174093],"genre_scores_gemma":[0.9988311,0.0001264928,0.0002892214,0.0002496452,0.0003747393,0.00001622263,0.0000313052,0.00001295312,0.00006831185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9008476,"threshold_uncertainty_score":0.9236595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574087229630344,"score_gpt":0.2407855275031003,"score_spread":0.2250446552067968,"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."}}