{"id":"W4312180974","doi":"10.1061/jhyeff.heeng-5804","title":"Hydrologic Performance of Permeable Pavers and a Dome Concrete Forming System: A Comparative Study","year":2022,"lang":"en","type":"article","venue":"Journal of Hydrologic Engineering","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Surface runoff; Inflow; Hydrology (agriculture); Hydraulic conductivity; Outflow; Environmental science; Infiltration (HVAC); Hydrological modelling; Geotechnical engineering; Geology; Soil science; Soil water; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008000371,0.0001235351,0.0003154322,0.0001258288,0.0001715249,0.00001015283,0.0002494707,0.00001992606,0.0001295709],"category_scores_gemma":[0.00001255856,0.0001037265,0.00005571201,0.000220166,0.00005963612,0.0002564561,0.000356961,0.0002589816,0.00000428715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630826,"about_ca_system_score_gemma":0.00000551677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002604769,"about_ca_topic_score_gemma":8.992394e-7,"domain_scores_codex":[0.9988354,0.00006314353,0.0003953007,0.000135376,0.0003469796,0.000223801],"domain_scores_gemma":[0.9994687,0.00005508821,0.0002898907,0.0001195526,0.000009030037,0.0000576736],"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":[0.0000599544,0.00004189137,0.1105279,0.00003743282,0.00008385815,0.00006225303,0.002082397,0.878835,0.008138485,0.00003029145,0.00008401828,0.00001651117],"study_design_scores_gemma":[0.001436146,0.004243054,0.03353009,0.00002627108,0.0001489533,0.0004804746,0.004119707,0.9540793,0.0003353919,0.0000098076,0.001345751,0.0002451037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984958,0.0001278383,0.0002182577,0.00002106931,0.0001290749,0.0002288324,0.00000221433,0.00002253205,0.0007544346],"genre_scores_gemma":[0.9993882,0.000008364296,0.0004901642,0.00001422142,0.00001568246,0.00001824471,3.854477e-7,0.0000067476,0.00005798645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07699783,"threshold_uncertainty_score":0.4229846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221678739644498,"score_gpt":0.1929230018198692,"score_spread":0.1807062144234242,"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."}}