{"id":"W3045175239","doi":"10.1007/s10546-020-00532-x","title":"Spatial Dependence of Stably Stratified Nocturnal Boundary-Layer Regimes in Complex Terrain","year":2020,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; Terrain; Boundary layer; Meteorology; Geology; Planetary boundary layer; Flow (mathematics); Boundary (topology); Tower; Contrast (vision); Physics; Geography; Mechanics; Mathematics; Cartography; Optics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004933836,0.0003858619,0.0007173221,0.00008683091,0.0002953773,0.00007609032,0.0006452646,0.0001998279,0.005502477],"category_scores_gemma":[0.0001853196,0.0003482955,0.0001504727,0.0003937173,0.001206425,0.0003207318,0.0004978165,0.0004965427,0.0002531908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111417,"about_ca_system_score_gemma":0.0001266444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002354536,"about_ca_topic_score_gemma":0.004963601,"domain_scores_codex":[0.9968187,0.0003244996,0.0007718217,0.0007642595,0.000572903,0.0007478733],"domain_scores_gemma":[0.9989489,0.0001543331,0.0002736404,0.0003661258,0.00002583531,0.0002311302],"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":[0.00174288,0.0005887455,0.3653194,0.0001349667,0.0002809361,0.0004627212,0.01480736,0.001485538,0.540148,0.001116921,0.0335624,0.04035023],"study_design_scores_gemma":[0.004239125,0.00198226,0.755556,0.00003565298,0.0001036503,0.00009716616,0.001214979,0.004417816,0.01972134,0.005367796,0.206102,0.00116223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749122,0.0002825374,0.002471544,0.006510631,0.000277544,0.0004125359,0.00007114613,0.00006640119,0.01499545],"genre_scores_gemma":[0.994329,0.00002531475,0.002462234,0.002639861,0.0001878668,0.00002483904,0.00002227217,0.00003181396,0.0002768303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5204266,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03405051692273364,"score_gpt":0.2617125947047705,"score_spread":0.2276620777820369,"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."}}