{"id":"W980214827","doi":"10.14796/jwmm.r228-20","title":"Techniques to Assess Rain Gardens as Stormwater Best Management Practices","year":2008,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surface runoff; Stormwater; Environmental science; Infiltration (HVAC); Low-impact development; Evapotranspiration; Stormwater management; Hydrology (agriculture); Water resource management; Engineering; Geography; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001250859,0.0003478742,0.00034903,0.0004979977,0.0004087276,0.0001424919,0.0009380854,0.00006770271,0.001219942],"category_scores_gemma":[0.00001501871,0.000260323,0.0001975108,0.0002445642,0.00007900596,0.0009399026,0.001283255,0.0002829454,0.001985725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005370794,"about_ca_system_score_gemma":0.000005393345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000819952,"about_ca_topic_score_gemma":0.00001992475,"domain_scores_codex":[0.9965973,0.0001153906,0.0008757627,0.0004790065,0.001227097,0.0007053771],"domain_scores_gemma":[0.9986883,0.00001516016,0.0004357931,0.0005430301,0.00005947814,0.0002582171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001019904,0.003501749,0.01381149,0.0005818231,0.003161523,0.0106213,0.01507166,0.5872044,0.01899659,0.0009987656,0.3284813,0.01654955],"study_design_scores_gemma":[0.002115764,0.001096923,0.00136265,0.0004334488,0.001214573,0.0006921952,0.003705026,0.01439965,0.01140496,0.003971386,0.957791,0.001812378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.664395,0.00003951826,0.1238455,0.003442515,0.0005994092,0.001225137,0.000002081837,0.0001538694,0.206297],"genre_scores_gemma":[0.8900819,0.0002945924,0.07071105,0.001203537,0.0001913297,0.00005171291,0.000004780076,0.00006125656,0.03739987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6293098,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06736658970704629,"score_gpt":0.2890113406855295,"score_spread":0.2216447509784832,"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."}}