{"id":"W4320731325","doi":"10.48209/978-65-5417-072-2","title":"CARACTERIZAÇÃO DA QUALIDADE DA ÁGUA DE POÇOS RASOS EM DOIS MUNICÍPIOS DO ESTADO DO RIO GRANDE DO SUL","year":2023,"lang":"pt","type":"book-chapter","venue":"","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Geography","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002554469,0.001766386,0.001617835,0.000419463,0.0009637258,0.001915002,0.002144352,0.001486442,0.04901242],"category_scores_gemma":[0.0000767887,0.001655529,0.0009777761,0.000374439,0.0009216708,0.0007843954,0.001791095,0.001859283,0.01886754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421803,"about_ca_system_score_gemma":0.0002373229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006618671,"about_ca_topic_score_gemma":0.001575264,"domain_scores_codex":[0.9905052,0.0008418443,0.002139904,0.002279636,0.002250091,0.00198339],"domain_scores_gemma":[0.9945878,0.0005024991,0.000995673,0.00262765,0.00005598425,0.001230336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001611781,0.002421423,0.01902969,0.002148289,0.003744533,0.002967494,0.1413594,0.002808661,0.038982,0.5538568,0.03276705,0.1983029],"study_design_scores_gemma":[0.006929501,0.001167295,0.04209957,0.002459324,0.001303709,0.0003821701,0.01339942,0.0006874567,0.003732867,0.02916095,0.8893711,0.009306651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3196952,0.0009001676,0.01041805,0.01082758,0.008888531,0.008505682,0.008906147,0.002380096,0.6294786],"genre_scores_gemma":[0.5854917,0.00175017,0.0006924253,0.001877669,0.0003920294,0.0001043244,0.0005313812,0.0002854244,0.408875],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.856604,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06133473726757009,"score_gpt":0.3009004403999904,"score_spread":0.2395657031324203,"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."}}