{"id":"W1974179980","doi":"10.2166/wcc.2014.121","title":"Continuous simulations of urban stormwater runoff and total suspended solids loads: influence of varying climatic inputs and catchment imperviousness","year":2014,"lang":"en","type":"article","venue":"Journal of Water and Climate Change","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Surface runoff; Environmental science; Stormwater; Hydrology (agriculture); Total suspended solids; Climate change; Drainage basin; Suspended solids; Environmental engineering; Geology; Geography; Ecology; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004095044,0.0001504474,0.0003438569,0.0001055016,0.0001094261,0.00003278413,0.0001056351,0.00004824925,0.0001034613],"category_scores_gemma":[0.000008523371,0.0001043107,0.00004178044,0.00006138449,0.0002177108,0.0005361227,0.0003233627,0.00009123905,0.000002799307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004263838,"about_ca_system_score_gemma":0.000001994063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001148128,"about_ca_topic_score_gemma":0.00002818526,"domain_scores_codex":[0.9987607,0.00005977393,0.0005054793,0.0001540812,0.0002421937,0.0002777555],"domain_scores_gemma":[0.9994164,0.0000396449,0.0002615009,0.0001381724,0.00003521739,0.0001091364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001159217,0.0002182794,0.8751892,0.0004735153,0.00009330748,0.000008926958,0.02948941,0.0009483346,0.09189611,0.00007968786,0.00008822998,0.001399116],"study_design_scores_gemma":[0.004547406,0.001821949,0.9543457,0.0005449304,0.0005898032,0.0001752336,0.001199763,0.006383753,0.02782186,0.001146823,0.0007113591,0.0007114153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991543,0.0001142931,0.00005259704,0.0002041817,0.00006370391,0.0001866396,0.00001535754,0.000006057661,0.000202896],"genre_scores_gemma":[0.9994696,0.0001932214,0.0001765057,0.00006894324,0.0000389926,0.00000418807,0.000004507393,0.00001156885,0.00003244699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07915656,"threshold_uncertainty_score":0.4253667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362835343176557,"score_gpt":0.2268306492860288,"score_spread":0.2132022958542632,"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."}}