{"id":"W114820068","doi":"","title":"Temperature structure in the atmospheric boundary layer","year":2010,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boundary layer; Turbulence; Planetary boundary layer; Stratification (seeds); Turbulence kinetic energy; Mechanics; Surface layer; Dissipation; Convection; Convective Boundary Layer; Atmospheric sciences; Meteorology; Geology; Materials science; Thermodynamics; Physics; Layer (electronics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002231421,0.0002440282,0.0001808986,0.000007848409,0.0002763174,0.0002204131,0.0005553816,0.000166124,0.001484935],"category_scores_gemma":[0.00004156654,0.0001524659,0.00005752765,0.0002523354,0.0001874356,0.0003108403,0.0001319945,0.000760366,0.0002618936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002854019,"about_ca_system_score_gemma":0.00004561356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004244273,"about_ca_topic_score_gemma":0.004792667,"domain_scores_codex":[0.9984928,0.00005123686,0.0002410406,0.0003798529,0.000393439,0.0004416352],"domain_scores_gemma":[0.9994217,0.00004517863,0.00007732879,0.0003572528,0.00001569328,0.00008283958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001026946,0.00009397561,0.04530796,0.00000564715,0.00001057394,0.000067036,0.001239298,0.001350616,0.928247,0.0004059163,0.01604466,0.007217006],"study_design_scores_gemma":[0.0002186251,0.00003558241,0.949514,0.000008306589,0.000006808188,0.00002673439,0.000225353,0.0001580659,0.009205122,0.001197997,0.03913497,0.0002684879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786651,0.00003309003,0.000001130426,0.002659955,0.00050366,0.0001808496,0.000009991518,0.00003222694,0.01791405],"genre_scores_gemma":[0.996069,0.00001359432,0.0008770258,0.001416433,0.000349915,0.00001574838,0.00001278983,0.00001324889,0.001232238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9190419,"threshold_uncertainty_score":0.9994279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009967054488442522,"score_gpt":0.2300704393284876,"score_spread":0.220103384840045,"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."}}