{"id":"W2906235231","doi":"10.1029/2018jd029518","title":"A New Stochastic Model for the Boundary Layer Clouds and Stratocumulus Phase Transition Regimes: Open Cells, Closed Cells, and Convective Rolls","year":2018,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Victoria","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Statistical physics; Convection; Forcing (mathematics); Metastability; Convection cell; Mechanics; Physics; Meteorology; Atmospheric sciences; Natural convection; Combined forced and natural convection","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000658469,0.0006137114,0.001354667,0.0008137531,0.001002553,0.001567946,0.002239829,0.001753488,0.001835344],"category_scores_gemma":[0.001148397,0.0005877715,0.001347265,0.0007003453,0.002062769,0.001624925,0.001000124,0.001660463,0.000209572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874027,"about_ca_system_score_gemma":0.001842047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02323841,"about_ca_topic_score_gemma":0.01182741,"domain_scores_codex":[0.9996086,0.00009922683,0.00001908368,0.00008153385,0.0001002196,0.00009138999],"domain_scores_gemma":[0.9993754,0.0002410072,0.0001297294,0.00003081777,0.0001066539,0.0001163824],"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":[0.00002605738,0.00003419808,0.0006450745,0.0000194541,0.00002881597,0.00009965559,0.00003335324,0.9342576,0.001515973,0.0620404,0.0004198399,0.00087952],"study_design_scores_gemma":[0.000007353334,0.000004639141,0.00004102866,0.000001093431,0.000003442657,0.000005601472,0.000002433873,0.9964612,0.00004060573,0.003317078,0.000111893,0.0000034873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2946359,0.0008777722,0.684782,0.00245259,0.0003935525,0.0001103867,0.0006901748,0.0004747317,0.01558285],"genre_scores_gemma":[0.9752602,0.0002921042,0.01602799,0.0001662274,0.0001515301,0.0001175616,0.0002335136,0.00005106448,0.007699775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02323841,"threshold_uncertainty_score":0.0462063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04405919395400496,"score_gpt":0.3470133502866404,"score_spread":0.3029541563326354,"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."}}