{"id":"W2324086337","doi":"10.1139/cjce-2013-0165","title":"A case study of flow characteristics of permeable pavements by time and space model","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea","keywords":"Outflow; Surface runoff; Environmental science; Infiltration (HVAC); Hydrology (agriculture); Rainwater harvesting; Hydrograph; Geotechnical engineering; Geology; Meteorology","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":[0.0002099902,0.00008102383,0.0001685278,0.00009973137,0.00003813066,0.00001139004,0.0001080907,0.0000204927,0.0001594677],"category_scores_gemma":[0.00002983391,0.00008349527,0.00002275943,0.0000849967,0.00003368765,0.0001349368,0.00002882148,0.00007410174,0.000002592388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004333,"about_ca_system_score_gemma":0.00001870896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003070096,"about_ca_topic_score_gemma":0.01967192,"domain_scores_codex":[0.9993716,0.00001232554,0.0002437449,0.00007322954,0.0001333876,0.000165718],"domain_scores_gemma":[0.9995052,0.00001298554,0.0001180586,0.0001145243,0.00001497428,0.0002342566],"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":[0.000005485672,0.0001318618,0.05644913,0.000068803,0.0001337223,0.0003766043,0.005442643,0.9154486,0.01462923,0.00002168238,0.00662744,0.0006647701],"study_design_scores_gemma":[0.0005658225,0.0002575285,0.007879188,0.00004472988,0.0000821115,0.0002133845,0.0002180313,0.9891761,0.0001259998,0.0000123503,0.00126803,0.0001567487],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990545,0.00002016425,0.008873248,0.00001813513,0.00004878544,0.00007801261,0.00001782309,0.000002580593,0.0003962856],"genre_scores_gemma":[0.9991794,0.000001856331,0.0005362676,0.0000081466,0.00001168946,8.953077e-7,7.721377e-7,0.00001104838,0.0002499867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07372744,"threshold_uncertainty_score":0.9982165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00689547161124394,"score_gpt":0.1614842284975131,"score_spread":0.1545887568862692,"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."}}