{"id":"W4396856510","doi":"10.1007/s11012-024-01810-5","title":"On the reliability of the dynamic terrain method to generate ABL winds for environmental applications","year":2024,"lang":"en","type":"article","venue":"Meccanica","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Terrain; Reliability (semiconductor); Computer science; Environmental science; Meteorology; Remote sensing; Reliability engineering; Geology; Engineering; Physics; Geography; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003661549,0.000534209,0.0004070008,0.0008358737,0.0006678005,0.0008873093,0.0009605074,0.001052222,0.002753969],"category_scores_gemma":[0.03408609,0.0002914893,0.0004611867,0.0006579959,0.000676154,0.001228547,0.0006521263,0.001004295,0.0005067424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003824988,"about_ca_system_score_gemma":0.0006002552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01952779,"about_ca_topic_score_gemma":0.01130525,"domain_scores_codex":[0.9986976,0.0006867446,0.00006147389,0.0001408932,0.0003582988,0.00005488121],"domain_scores_gemma":[0.9757943,0.01969639,0.0004409944,0.001465202,0.002486328,0.0001168534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007950204,0.0001455089,0.01512223,0.0002427135,0.0001256843,0.0001973079,0.0002602845,0.8099463,0.0130511,0.008889952,0.002060396,0.1491635],"study_design_scores_gemma":[0.00003056019,0.00005065649,0.001790257,0.00002085988,0.00001619437,0.00003395934,0.00003783669,0.9929267,0.00345291,0.001029817,0.0005974166,0.00001281657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.293094,0.00127031,0.6915952,0.001096524,0.0002419684,0.0001244961,0.0004252364,0.001079619,0.01107266],"genre_scores_gemma":[0.9038551,0.0003471104,0.09370021,0.00007667903,0.00007830311,0.00004348679,0.0002263044,0.0003392009,0.001333614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01952779,"threshold_uncertainty_score":0.03882825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007326827164304166,"score_gpt":0.2529085397220412,"score_spread":0.245581712557737,"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."}}