{"id":"W2203326236","doi":"10.2495/sdp-v10-n4-453-466","title":"Use of geotechnologies in integrated assessment of urban drainage, water resources and urbanization","year":2015,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Urbanization; Sanitation; Drainage; Water resources; Water resource management; Environmental planning; Integrated water resources management; Stormwater; Environmental science; Environmental resource management; Environmental engineering; Surface runoff","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004065337,0.0008204099,0.0006136582,0.01589237,0.0005455345,0.003235485,0.000749714,0.0004165912,0.002341568],"category_scores_gemma":[0.005713975,0.0003848453,0.0009374428,0.01679222,0.001403685,0.002678961,0.002731947,0.0004680739,0.000322422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482463,"about_ca_system_score_gemma":0.001797553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004675467,"about_ca_topic_score_gemma":0.009796204,"domain_scores_codex":[0.9963753,0.00216585,0.0003245805,0.0003082594,0.0007289021,0.00009705986],"domain_scores_gemma":[0.9965776,0.001714293,0.0004195876,0.0006214411,0.0005289056,0.000138196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002287653,0.0004363904,0.1698792,0.0009139581,0.0006783797,0.000696573,0.01017884,0.07259766,0.01210389,0.08582032,0.001437976,0.645028],"study_design_scores_gemma":[0.00009259478,0.0009699377,0.4366638,0.0009077899,0.0008060026,0.001513666,0.04467911,0.30078,0.02465414,0.1153126,0.0732704,0.0003500438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3352057,0.001005013,0.6269248,0.0003207169,0.00005651318,0.00135308,0.002537625,0.001006458,0.03159016],"genre_scores_gemma":[0.5404761,0.0007712794,0.4544795,0.00003198796,0.00002099445,0.001066718,0.001317659,0.0001063169,0.001729339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01589237,"threshold_uncertainty_score":0.02149981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573858977622646,"score_gpt":0.2490441966290131,"score_spread":0.2233056068527866,"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."}}