{"id":"W2099645289","doi":"10.1175/bams-86-1-51","title":"POCKETS OF OPEN CELLS AND DRIZZLE IN MARINE STRATOCUMULUS","year":2005,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":288,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Defense Science and Engineering Graduate; National Oceanic and Atmospheric Administration; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Office of Experimental Program to Stimulate Competitive Research; National Science Foundation; Stichting voor Fundamenteel Onderzoek der Materie; Office of Naval Research; Canadian Foundation for Climate and Atmospheric Sciences; National Aeronautics and Space Administration; National Center for Atmospheric Research","keywords":"Drizzle; Marine stratocumulus; Precipitation; Environmental science; Atmospheric sciences; Cloud cover; Cloud computing; Cloud base; Meteorology; Aerosol; Climatology; Geology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003394327,0.00009843643,0.0003016513,0.000001261861,0.00004892669,0.00001451422,0.0005205323,0.00004255324,0.003388629],"category_scores_gemma":[0.00004556281,0.00005982102,0.0001024551,0.0001610024,0.0006483862,0.0000197988,0.0001886676,0.0001421111,0.00000838834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000315307,"about_ca_system_score_gemma":0.00001651465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002599775,"about_ca_topic_score_gemma":0.00007518935,"domain_scores_codex":[0.9991663,0.00008981337,0.00023461,0.0001918565,0.0001335821,0.0001838252],"domain_scores_gemma":[0.999317,0.0002119408,0.0002260134,0.0001734896,0.00001374185,0.00005782332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002649856,0.0001936567,0.8735682,0.00003685992,0.00005708437,0.000002775617,0.0002457994,0.002473878,0.02129715,0.00003719438,0.007109948,0.09471243],"study_design_scores_gemma":[0.0005378506,0.0002898327,0.9489418,0.00001197422,0.00001769115,0.000005309661,0.0005015694,0.0004484514,0.03099324,0.0003968375,0.01768435,0.0001711125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929197,0.00006482692,0.000006883481,0.002360211,0.00001455962,0.0001423718,0.0000206484,0.000005778186,0.004465012],"genre_scores_gemma":[0.9798892,0.00009759686,0.01864018,0.001038027,0.00002296074,0.000001172091,0.000002579858,0.000001682056,0.0003065924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09454132,"threshold_uncertainty_score":0.9975224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232004971593199,"score_gpt":0.2288325045693103,"score_spread":0.2165124548533783,"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."}}