{"id":"W2313958897","doi":"10.1139/cjce-2012-0019","title":"Effect of triangular corrugated beds on the hydraulic jump characteristics","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Froude number; Hydraulic jump; Flume; Jump; Tailwater; Geotechnical engineering; Mechanics; Geology; Materials science; Flow (mathematics); 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":[0.0002948066,0.0001925468,0.0003490292,0.0002774338,0.00003973235,0.0000476016,0.0002757018,0.00009149372,0.0004661308],"category_scores_gemma":[0.0002908259,0.0001358776,0.0001328176,0.0001999791,0.00002984863,0.00009289088,0.000004540905,0.0003846328,0.00001869593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009239258,"about_ca_system_score_gemma":0.00007836706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002961755,"about_ca_topic_score_gemma":0.001172295,"domain_scores_codex":[0.9990488,0.00003376665,0.0003860991,0.00006269284,0.0001563175,0.0003123318],"domain_scores_gemma":[0.9990919,0.0002092549,0.00007530941,0.0001960126,0.00006978175,0.000357803],"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":[0.00004022912,0.00001131474,0.001728572,0.000809246,0.0008328534,0.0004071333,0.001922446,0.8730903,0.04872017,0.0008906234,0.04244334,0.0291038],"study_design_scores_gemma":[0.003861327,0.002437138,0.06350275,0.002104234,0.0004475257,0.0008043209,0.000124872,0.6802113,0.1271527,0.0002623689,0.1171819,0.001909523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940892,0.0006471695,0.001431284,0.0001591966,0.001372563,0.0001913971,0.00001327058,0.00003397177,0.002061975],"genre_scores_gemma":[0.9995982,0.00001630997,0.00002042744,0.00004615125,0.0002461994,0.000004878818,0.000002132764,0.00004095451,0.00002473331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.192879,"threshold_uncertainty_score":0.5540929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003273994814384223,"score_gpt":0.16220976012345,"score_spread":0.1589357653090657,"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."}}