{"id":"W2350457733","doi":"","title":"Countermeasures and present conditions for managing urban initial rainwater runoff","year":2009,"lang":"en","type":"article","venue":"Water Resources Protection","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rainwater harvesting; Surface runoff; Environmental science; Pollution; Storm; Environmental engineering; Water resource management; Quarter (Canadian coin); Stormwater; River pollution; Water pollution; Hydrology (agriculture); Engineering; Meteorology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0002340379,0.0001519954,0.000107212,0.00008982308,0.0005200679,0.0001322409,0.0001250842,0.0000558148,0.0002455876],"category_scores_gemma":[0.000006630253,0.0001171348,0.00005116813,0.00006862115,0.0001385298,0.0003426706,0.00009931828,0.00009529147,0.0001122423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159014,"about_ca_system_score_gemma":9.436704e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002229834,"about_ca_topic_score_gemma":0.00003435236,"domain_scores_codex":[0.998844,0.00005388527,0.0001841406,0.0003477602,0.0002176761,0.00035257],"domain_scores_gemma":[0.9996825,0.000006931632,0.00004299157,0.0001897413,0.000009908813,0.00006786332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001603732,0.001221392,0.02180362,0.0003715787,0.0004410156,0.00006147206,0.06055983,0.01367296,0.7242898,0.001371908,0.1022108,0.07239188],"study_design_scores_gemma":[0.0019489,0.0008212358,0.05510091,0.00005538717,0.0001285529,0.00004281386,0.0002713767,0.01110682,0.03511212,0.01948763,0.8751741,0.000750163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735183,0.00002636177,0.01165551,0.003712723,0.0001626653,0.002048338,0.00001615554,0.0002491323,0.008610811],"genre_scores_gemma":[0.9956743,0.000001748792,0.0002092893,0.0002626046,0.0001776048,0.0002857373,0.00002546683,0.00001538913,0.003347932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7729633,"threshold_uncertainty_score":0.477662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779493164586148,"score_gpt":0.2348870453525638,"score_spread":0.2170921137067023,"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."}}