{"id":"W2090945955","doi":"10.1139/l06-158","title":"Energy dissipation by vertically placed screens","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Froude number; Hydraulic jump; Dissipation; Supercritical flow; Flow (mathematics); Mechanics; Supercritical fluid; Range (aeronautics); Porosity; Jump; Geotechnical engineering; Materials science; Environmental science; Geology; Thermodynamics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001605329,0.0001255759,0.0001549111,0.0002556981,0.00003374891,0.00003461752,0.0001388897,0.00008632638,0.0001234095],"category_scores_gemma":[0.00006183128,0.0001284685,0.00006105934,0.0001486815,0.00001437781,0.0001245211,0.000002567055,0.0001927159,0.000001980686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588019,"about_ca_system_score_gemma":0.00008749536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003213928,"about_ca_topic_score_gemma":0.06167852,"domain_scores_codex":[0.9991491,0.000004153468,0.0002956606,0.00005628393,0.0001313453,0.0003633894],"domain_scores_gemma":[0.9991228,0.00004140416,0.00002514446,0.00008848488,0.00004809411,0.0006741004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001830297,0.000006549509,0.001006312,0.00008206483,0.0002225552,0.0005268927,0.0006506119,0.8659908,0.04937084,0.002665193,0.05732784,0.02213206],"study_design_scores_gemma":[0.001535844,0.0002007334,0.02185321,0.0003469624,0.00009468478,0.0006054331,0.0001135351,0.2868821,0.03395399,0.0003510215,0.6528239,0.001238642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1391205,0.002570846,0.8430998,0.0001122207,0.001582631,0.00004311748,0.00001836002,0.00009029111,0.01336233],"genre_scores_gemma":[0.9992834,0.00001364263,0.0003430245,0.00004276772,0.0002312394,3.858486e-7,0.000003860901,0.00003203387,0.00004965724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8601629,"threshold_uncertainty_score":0.9554434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003149076910845942,"score_gpt":0.1664324260406671,"score_spread":0.1632833491298211,"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."}}