{"id":"W2040599896","doi":"10.1007/s10546-009-9394-2","title":"Parameterization of Sheared Convective Entrainment in the First-Order Jump Model: Evaluation Through Large-Eddy Simulation","year":2009,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Entrainment (biomusicology); Convective Boundary Layer; Turbulence; Jump; Mechanics; Large eddy simulation; Convection; Statistical physics; Meteorology; Planetary boundary layer; Stratification (seeds); Physics; Environmental science","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":[0.001112371,0.0007660653,0.0008405857,0.0005501516,0.0006539804,0.00115722,0.001230225,0.001303062,0.00101086],"category_scores_gemma":[0.003900825,0.0004259406,0.0005076213,0.0002681577,0.0006196585,0.001137828,0.0006263183,0.0009576912,0.0001146331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063825,"about_ca_system_score_gemma":0.001081424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02054267,"about_ca_topic_score_gemma":0.01050006,"domain_scores_codex":[0.999845,0.00005251485,0.00001243465,0.00002390026,0.00003114682,0.00003501514],"domain_scores_gemma":[0.998255,0.001086548,0.0001650434,0.00015244,0.0002161981,0.0001248212],"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":[0.00009308089,0.000106564,0.002239896,0.00002135381,0.00001851363,0.00002894463,0.00001496408,0.9933616,0.002036309,0.0004674586,0.00007089815,0.001540367],"study_design_scores_gemma":[0.00001024954,0.000009596535,0.0002196771,7.54343e-7,0.000002359712,0.00000146855,0.000002154696,0.9994025,0.0003029748,0.00003639314,0.000009678095,0.000002190294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678881,0.0001112433,0.0293424,0.0001703051,0.00003521669,0.00006681042,0.0001787182,0.0003204751,0.001886767],"genre_scores_gemma":[0.9970717,0.00001933649,0.002539446,0.00001046655,0.000005806653,0.000020531,0.00006794575,0.00004127411,0.0002232903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02054267,"threshold_uncertainty_score":0.04084623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02930216532322567,"score_gpt":0.3017206556808859,"score_spread":0.2724184903576602,"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."}}