{"id":"W7162111103","doi":"10.82308/25377","title":"Numerical simulation of flow through a spillway and diversion structure","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Water flow; Unsteady flow; Numerical models","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003414892,0.0005591611,0.0006036015,0.0006033346,0.0008831174,0.001111851,0.0006862064,0.001047623,0.002195743],"category_scores_gemma":[0.001357918,0.0003001744,0.0006127548,0.0008232339,0.0008549881,0.000494981,0.0006402999,0.0005689226,0.0001752681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613355,"about_ca_system_score_gemma":0.002554775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1100696,"about_ca_topic_score_gemma":0.06279498,"domain_scores_codex":[0.9998318,0.00002453354,0.00001063548,0.00003155045,0.00005127301,0.00005028773],"domain_scores_gemma":[0.9993423,0.0003370577,0.00007069649,0.000046761,0.0001262127,0.00007705911],"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":[0.00007159333,0.00004095606,0.003113208,0.00002409249,0.00000905385,0.00007380371,0.000091375,0.9912395,0.002066208,0.0009196274,0.0001010516,0.00224957],"study_design_scores_gemma":[0.00001865059,0.00003865287,0.001262168,0.000005664932,0.0000049686,0.00001229243,0.00005681393,0.9968515,0.001127241,0.0002109089,0.0004030727,0.000007979683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700145,0.0001331643,0.02026045,0.0001929417,0.00003662743,0.00006415305,0.0006303946,0.0002981729,0.008369482],"genre_scores_gemma":[0.986414,0.0001145259,0.009001457,0.00001787101,0.000004256103,0.00006086829,0.0004307579,0.00002922878,0.003926985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100696,"threshold_uncertainty_score":0.2188577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005630777015266668,"score_gpt":0.253532549511676,"score_spread":0.2479017724964093,"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."}}