{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003503786,0.0001707983,0.000191382,0.0007961513,0.0006899484,0.0008446275,0.0006048884,0.0002652331,0.002512193],"category_scores_gemma":[0.001264246,0.0002641381,0.0002674831,0.001847917,0.0007127717,0.0003265338,0.0006515168,0.0002227009,0.0004291428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045733,"about_ca_system_score_gemma":0.0006831957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1388056,"about_ca_topic_score_gemma":0.3200868,"domain_scores_codex":[0.9997872,0.00003712815,0.00001088091,0.00005068384,0.00007335912,0.00004081897],"domain_scores_gemma":[0.9994637,0.0001586528,0.000118311,0.00004077904,0.0001787317,0.00003981677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008653743,0.00003067756,0.92551,0.0001401998,0.0000517734,0.0006301947,0.02828809,0.0005263204,0.01162192,0.001683293,0.00148783,0.0299432],"study_design_scores_gemma":[7.707962e-7,0.00002165339,0.9899876,0.00001123982,0.00001060761,0.00008506434,0.007074932,0.0002362982,0.0004566649,0.000108402,0.002001966,0.000004846023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896501,0.0001868627,0.000268038,0.00009031323,0.000005291663,0.00001076198,0.0005798565,0.00001705599,0.009191683],"genre_scores_gemma":[0.9950203,0.000163143,0.0004921192,0.00001466835,0.000002121422,0.0000134852,0.0002784504,0.00001284095,0.004002876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1388056,"threshold_uncertainty_score":0.2759953,"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."}}