{"id":"W2024778801","doi":"10.1590/s0104-59702010000100004","title":"Um esquecido marco do saneamento no Brasil: o sistema de águas e esgotos de Ouro Preto (1887-1890)","year":2010,"lang":"pt","type":"article","venue":"História Ciências Saúde-Manguinhos","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sanitation; Sewage; Geography; Humanities; Political science; Water resource management; Environmental engineering; Engineering; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00262103,0.001194557,0.0009264267,0.0002334472,0.001354093,0.0003173878,0.001738533,0.001221758,0.03354589],"category_scores_gemma":[0.001301254,0.001343373,0.0005937277,0.0006219097,0.001371371,0.001031721,0.0009558088,0.002004412,0.01037452],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007181769,"about_ca_system_score_gemma":0.0005403655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004505804,"about_ca_topic_score_gemma":0.001821761,"domain_scores_codex":[0.9914474,0.0008377688,0.001457385,0.002053245,0.001453672,0.002750498],"domain_scores_gemma":[0.9949008,0.0004286087,0.0007645198,0.002395243,0.00008122247,0.001429598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007579902,0.004293899,0.6615213,0.001521287,0.0002580767,0.0003475027,0.03530934,0.0006296262,0.1261472,0.002121262,0.1441769,0.02291567],"study_design_scores_gemma":[0.001860771,0.0006639906,0.5800956,0.0002790527,0.0004264787,0.0001385749,0.009419152,0.0009600076,0.007801863,0.002388043,0.393722,0.002244472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567807,0.0007101379,0.000254753,0.001993813,0.003401652,0.002908078,0.0001249062,0.000234229,0.0335917],"genre_scores_gemma":[0.9495127,0.0001883255,0.002240512,0.002583202,0.001768239,0.0005047978,0.00009031957,0.0002212459,0.04289069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2495451,"threshold_uncertainty_score":0.999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008481597985955769,"score_gpt":0.2457677306993168,"score_spread":0.237286132713361,"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."}}