{"id":"W4300564375","doi":"10.1201/9781420037432-25","title":"EPA Storm Water Management Model, SWMM5","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storm; Environmental science; Meteorology; Hydrology (agriculture); Geography; Geology; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001779224,0.0004803589,0.000269241,0.0001280364,0.0002325042,0.00005990113,0.0006877134,0.0003120319,0.1480596],"category_scores_gemma":[6.381295e-7,0.0003600484,0.0001835969,0.00001932331,0.0002908208,0.0002422851,0.001622199,0.0004722643,0.07048018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004030245,"about_ca_system_score_gemma":0.000002929851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006602488,"about_ca_topic_score_gemma":0.0005762652,"domain_scores_codex":[0.9976755,0.000005483868,0.0003425113,0.0007668457,0.0006576817,0.0005519803],"domain_scores_gemma":[0.9987006,0.000005163447,0.00007617552,0.001044615,0.000006648903,0.000166784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004330266,0.000266039,0.0002684467,0.0001071826,0.0007607076,0.0002890944,0.0008023918,0.005301176,0.002876938,0.6570667,0.3037371,0.02848088],"study_design_scores_gemma":[0.0001709346,0.00002039789,0.00006832989,0.0000116548,0.0001681319,0.000002818615,0.000004196725,0.0008809823,0.0002202184,0.05158989,0.9462816,0.0005809022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001363098,0.00001046741,0.006314722,0.0003597279,0.0003658396,0.0005762773,0.00001427266,0.0001061434,0.9921162],"genre_scores_gemma":[0.006442283,0.00004144068,0.008650418,0.000377811,0.00007727695,0.00004251697,0.00008607499,0.00009192027,0.9841903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6425444,"threshold_uncertainty_score":0.9998851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141099831976324,"score_gpt":0.1875405783933844,"score_spread":0.173430595195752,"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."}}