{"id":"W4388504410","doi":"10.29327/1298891.4-319","title":"ÁGUA É SAÚDE? EVIDÊNCIAS DE UM LOCAL DE EXTREMA VULNERABILIDADE NO DISTRITO FEDERAL","year":2023,"lang":"pt","type":"article","venue":"Anais do Congresso Brasileiro Interdisciplinar em Ciência e Tecnologia.","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Maxima and minima; Computer science; Geography; Political science; Mathematics","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.002204717,0.001303789,0.001116223,0.0003918112,0.001976239,0.0007135544,0.002007334,0.001311812,0.008303997],"category_scores_gemma":[0.001186264,0.001324459,0.0007324167,0.001577705,0.002715744,0.001029942,0.003710785,0.001808882,0.01105617],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007203626,"about_ca_system_score_gemma":0.0003332898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008768909,"about_ca_topic_score_gemma":0.001864925,"domain_scores_codex":[0.9906889,0.001001806,0.001467141,0.002385686,0.001169156,0.003287263],"domain_scores_gemma":[0.9955969,0.0007562544,0.0005978401,0.001900406,0.00008803449,0.001060567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004978002,0.001575252,0.8354278,0.0004560619,0.0002380206,0.0007340811,0.0140448,0.004453147,0.004842487,0.0001422745,0.07670791,0.06088035],"study_design_scores_gemma":[0.001086828,0.0009943653,0.9395308,0.0004306044,0.0001678966,0.0001425022,0.03719054,0.00820298,0.003011904,0.002873183,0.004763853,0.001604498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986976,0.0005660097,0.001225836,0.003900013,0.001810294,0.001373814,0.0002477423,0.0007169884,0.003183298],"genre_scores_gemma":[0.9893297,0.0003007177,0.0002690225,0.0005690515,0.0005853214,0.0003776683,0.0002229841,0.0001769121,0.008168622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.104103,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873208790570403,"score_gpt":0.2976973720328103,"score_spread":0.2789652841271063,"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."}}