{"id":"W2614346032","doi":"10.1061/9780784480595.025","title":"How Should You Be Designing Your Permeable Pavements? New ASCE Standard","year":2017,"lang":"en","type":"article","venue":"World Environmental and Water Resources Congress 2017","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Subgrade; Geotechnical engineering; Infiltration (HVAC); Subbase; Rut; Civil engineering; Engineering; Base course; Aggregate (composite); Pavement engineering; Durability; Pervious concrete; Stiffness; Environmental science; Structural engineering; Asphalt; Cement; Computer science; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005771708,0.0007257817,0.0004158724,0.001099905,0.001200653,0.003324551,0.001840927,0.00232281,0.01943266],"category_scores_gemma":[0.01099184,0.000419371,0.000498731,0.0008309749,0.001213213,0.0042673,0.001738225,0.002373975,0.01625651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918828,"about_ca_system_score_gemma":0.003376633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616053,"about_ca_topic_score_gemma":0.01044869,"domain_scores_codex":[0.9926153,0.0008982817,0.0003980392,0.0003455981,0.00543324,0.0003095104],"domain_scores_gemma":[0.9884253,0.0006597159,0.000378115,0.001219504,0.008231854,0.001085654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003641033,0.0001431197,0.001235386,0.0001940404,0.000006101192,0.0002412733,0.0003863716,0.002256607,0.003549617,0.03662917,0.5864968,0.3688251],"study_design_scores_gemma":[0.000002785973,0.00005116676,0.0004791928,0.0001510981,0.000002641402,0.0001628715,0.0001232411,0.0005102922,0.0007237014,0.003953194,0.9938216,0.00001817393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01557403,0.01516466,0.1815797,0.1816846,0.02435824,0.0006487065,0.001760921,0.01164664,0.5675824],"genre_scores_gemma":[0.08200797,0.01693047,0.1573934,0.02225995,0.003558564,0.0004494849,0.003580518,0.002001206,0.7118185],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01943266,"threshold_uncertainty_score":0.06500876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028599005657919,"score_gpt":0.2178154190145722,"score_spread":0.187529428957993,"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."}}