{"id":"W3195376939","doi":"10.5194/acp-2021-594","title":"Constant Flux Layers with Gravitational Settling: with links to aerosols, fog and deposition velocities over water","year":2021,"lang":"en","type":"article","venue":"","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Settling; Deposition (geology); Flux (metallurgy); Turbulence; Mechanics; Planetary boundary layer; Boundary layer; Atmospheric sciences; Constant (computer programming); Gravitation; Aerosol; Environmental science; Materials science; Meteorology; Physics; Geology; Thermodynamics; Classical mechanics; Geomorphology","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":[],"consensus_categories":[],"category_scores_codex":[0.00005417709,0.00009784269,0.00009632448,0.00002327582,0.0001375646,0.0001116203,0.00003218055,0.00004797376,0.0007892508],"category_scores_gemma":[0.000004459262,0.00005397851,0.00001041866,0.00008859815,0.00006072119,0.0001646602,0.000006511368,0.00008418014,0.00004748827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002303408,"about_ca_system_score_gemma":0.00006037964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002537967,"about_ca_topic_score_gemma":0.002831761,"domain_scores_codex":[0.9993389,0.00001735263,0.00007617095,0.0001965886,0.0001773737,0.0001936507],"domain_scores_gemma":[0.9996947,0.00005202471,0.00001431336,0.00005774585,0.00006791576,0.0001133122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001107549,0.00005230996,0.9441077,0.0003988893,0.0002243492,0.000716275,0.005220869,0.02507182,0.002730978,0.002207015,0.004553797,0.01360844],"study_design_scores_gemma":[0.005055669,0.004298696,0.8304823,0.0006737974,0.0002374642,0.002325082,0.01113261,0.04011692,0.09079894,0.005007285,0.007574576,0.002296651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924197,0.0001182303,0.002080877,0.001111072,0.00003943764,0.00009771708,0.00003306957,0.00002687801,0.004073037],"genre_scores_gemma":[0.9906338,0.00000536118,0.006484103,0.001672375,0.00003451012,0.000001784003,0.000274263,0.000003352714,0.0008904618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1136254,"threshold_uncertainty_score":0.8641743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006253050882238234,"score_gpt":0.1894385916806866,"score_spread":0.1831855407984484,"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."}}