{"id":"W2509074496","doi":"10.33736/jita.47.2015","title":"Simulation of 2D Saint-Venant equations in open channel by using MATLAB","year":2016,"lang":"en","type":"article","venue":"Journal of IT in Asia","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"Pusat Pengurusan Penyelidikan dan Inovasi, Universiti Utara Malaysia","keywords":"Open-channel flow; Discretization; Flow (mathematics); Channel (broadcasting); Flood myth; Mechanics; Shallow water equations; Geology; Flash flood; Computer science; Simulation; Mathematics; Mathematical analysis; Physics; Geography; Telecommunications","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":[0.0003221956,0.000501711,0.0006077593,0.0004434615,0.0004123407,0.0006389819,0.0007047151,0.0009921087,0.004197547],"category_scores_gemma":[0.0008983596,0.000246421,0.0006594933,0.0004546859,0.0003419136,0.0004185185,0.0005432938,0.0005247909,0.00036485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003325764,"about_ca_system_score_gemma":0.0007057606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009485968,"about_ca_topic_score_gemma":0.003860812,"domain_scores_codex":[0.9998263,0.00004121066,0.00001759595,0.00002356719,0.00005825141,0.00003309447],"domain_scores_gemma":[0.9995085,0.0002694833,0.00006028125,0.0000302349,0.000107693,0.00002381062],"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":[0.00003563284,0.00003241302,0.001630882,0.00006856604,0.00001146741,0.000162148,0.0000867061,0.9860206,0.002489904,0.004693073,0.0005395761,0.004228967],"study_design_scores_gemma":[0.00000924073,0.00001045583,0.000163476,0.000004917141,0.000002185844,0.00001467149,0.00001130299,0.997825,0.0007453131,0.0005409694,0.0006679549,0.000004461823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3328191,0.0003532366,0.6340024,0.0004697241,0.0002001243,0.0002040965,0.002600908,0.003577242,0.02577318],"genre_scores_gemma":[0.8526218,0.0003453691,0.1387296,0.00006554381,0.00002416957,0.0004842547,0.001113486,0.0001614019,0.006454375],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009485968,"threshold_uncertainty_score":0.01886147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03631561977208648,"score_gpt":0.3223943556445952,"score_spread":0.2860787358725088,"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."}}