{"id":"W2970165717","doi":"10.1175/jas-d-18-0261.1","title":"Climatological Features of the Weakly and Very Stably Stratified Nocturnal Boundary Layers. Part I: State Variables Containing Information about Regime Occupation","year":2019,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Turbulence; Turbulence kinetic energy; Wind shear; Boundary layer; Wind speed; Stratification (seeds); Meteorology; Reynolds number; Mechanics; Physics; Statistical physics; Mathematics; Atmospheric sciences","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":[0.0009124207,0.000095499,0.0001822731,0.000003911779,0.0004195884,0.0001297597,0.0004463137,0.000033543,0.00009854999],"category_scores_gemma":[0.0001345075,0.00004272326,0.00007560848,0.0003087054,0.0006441894,0.0009539874,0.0001962904,0.0001738673,0.000004191435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004171793,"about_ca_system_score_gemma":0.00007868025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007611199,"about_ca_topic_score_gemma":0.00001969911,"domain_scores_codex":[0.9986671,0.0001008636,0.0003699937,0.00009150552,0.0005958466,0.0001747552],"domain_scores_gemma":[0.9990026,0.000124915,0.0006899837,0.000113113,0.00003220368,0.00003719409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001781849,0.00004179504,0.95494,0.00002334652,0.00004620751,0.000001382227,0.003185189,0.02407958,0.003809493,0.0004129882,0.005596525,0.007685349],"study_design_scores_gemma":[0.0003371525,0.0002842472,0.9875942,0.0001178406,0.00002109702,0.00006374498,0.002391331,0.001910734,0.0007890723,0.001258622,0.005131528,0.0001003655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951044,0.0002311321,0.0000366002,0.0009362857,0.0005951347,0.0001064258,0.000002761857,0.000003559797,0.002983672],"genre_scores_gemma":[0.9983184,0.00008758833,0.001040756,0.0003693184,0.00002936971,7.061657e-7,1.04518e-7,0.000001797574,0.0001519239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0326543,"threshold_uncertainty_score":0.3227177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00848733137590333,"score_gpt":0.2182430119439623,"score_spread":0.209755680568059,"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."}}