{"id":"W2177296632","doi":"10.17271/2318847232020151061","title":"PROPOSTA DE GESTÃO AMBIENTAL DA BACIA DRENANTE DO RIO FARIA-TIMBÓ VISANDO O CONTROLE DE ENCHENTES NO BAIRRO DE HIGIENÓPOLIS","year":2015,"lang":"pt","type":"article","venue":"Revista Nacional de Gerenciamento de Cidades","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Humanities; Geography; Art","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":[0.001093752,0.0005229,0.0004959861,0.0009200782,0.002038164,0.00286634,0.001476098,0.001113222,0.005239627],"category_scores_gemma":[0.001355982,0.0004024073,0.0006310236,0.001038751,0.001512728,0.000985342,0.001654438,0.0006433339,0.0007288473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002670159,"about_ca_system_score_gemma":0.004605922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05094386,"about_ca_topic_score_gemma":0.1411231,"domain_scores_codex":[0.9992092,0.000177791,0.00002705696,0.0001924674,0.000203946,0.0001896232],"domain_scores_gemma":[0.9994519,0.0001196237,0.00009188592,0.00004916545,0.0001775436,0.000109884],"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":[0.001191538,0.001671799,0.1257859,0.005943671,0.0002592037,0.007206858,0.04435125,0.01355945,0.3409609,0.02146122,0.006998049,0.4306101],"study_design_scores_gemma":[0.0002329709,0.006710448,0.3469722,0.002375006,0.0006926914,0.001944831,0.09207769,0.01083237,0.09922118,0.008784339,0.4298576,0.0002988317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022204,0.004180371,0.01849955,0.003344765,0.0002424904,0.0008463737,0.00038874,0.0003809982,0.06989621],"genre_scores_gemma":[0.942959,0.00314228,0.02859776,0.00032892,0.00003701332,0.000414166,0.0002474158,0.00004022634,0.02423331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05094386,"threshold_uncertainty_score":0.1012946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179599494714424,"score_gpt":0.2444425372731583,"score_spread":0.2264825878017159,"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."}}