{"id":"W2076661383","doi":"10.1139/l09-114","title":"Intake shape and boundary-related considerations in the operation and design of storm-sewer drop structures","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada); University of Ottawa","funders":"","keywords":"Air entrainment; Vortex; Entrainment (biomusicology); Mechanics; Flow (mathematics); Drop (telecommunication); Flow conditions; Hydraulic jump; Environmental science; Hydraulic structure; Geotechnical engineering; Geology; Engineering; Mechanical engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001846441,0.00009780308,0.0001519277,0.0002274872,0.00005136452,0.00007573714,0.00005991721,0.00006167949,0.00006567478],"category_scores_gemma":[0.00007592595,0.00007945817,0.00001829908,0.00007886765,0.00003119251,0.0001508099,0.000001574519,0.0002317882,1.108482e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003899663,"about_ca_system_score_gemma":0.0001130276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008612938,"about_ca_topic_score_gemma":0.01698879,"domain_scores_codex":[0.9994547,0.00001931259,0.0002622825,0.00004945744,0.00007647263,0.000137799],"domain_scores_gemma":[0.999701,0.00005713135,0.0000283544,0.00006157895,0.00002907216,0.0001228984],"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":[0.000001712037,0.000001241133,0.0003298413,0.00002020847,0.00002930658,0.00006493044,0.004110455,0.9858014,0.005760701,0.001714249,0.0005493445,0.00161659],"study_design_scores_gemma":[0.001378112,0.0003067095,0.2341623,0.0002310036,0.00007383068,0.00197903,0.0005541903,0.7493764,0.001579463,0.007091106,0.002750152,0.0005177039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798251,0.007634583,0.0113012,0.0003907559,0.0003428089,0.0001644977,0.000007436597,0.00001574092,0.0003179129],"genre_scores_gemma":[0.9993159,0.000047688,0.0005286119,0.00005524917,0.00004110827,5.483306e-7,7.677037e-7,0.000008825355,0.000001326728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.236425,"threshold_uncertainty_score":0.9480144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007791299445599345,"score_gpt":0.1835694806237073,"score_spread":0.175778181178108,"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."}}