{"id":"W4389331630","doi":"10.21168/rega.v20e23","title":"Situação de corpos hídricos em bacias hidrográficas do Rio Grande do Sul sob a perspectiva do Índice de Conformidade ao Enquadramento (ICE)","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão de Água da América Latina","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001857546,0.001315763,0.001275836,0.0003641546,0.001680821,0.001338438,0.001432667,0.0006612103,0.001917677],"category_scores_gemma":[0.0003580763,0.001342135,0.0009176595,0.002433646,0.0009824224,0.0005642068,0.001330742,0.001362939,0.003165043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00325335,"about_ca_system_score_gemma":0.0001580268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398851,"about_ca_topic_score_gemma":0.000309758,"domain_scores_codex":[0.9914029,0.0007235376,0.001223974,0.001799315,0.001452244,0.003398051],"domain_scores_gemma":[0.9958642,0.0006334101,0.0007604746,0.001362918,0.00003506096,0.001343906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006643255,0.002012746,0.7755687,0.001004585,0.001112888,0.002154204,0.09693809,0.003921909,0.01395644,0.002579132,0.02023965,0.07984732],"study_design_scores_gemma":[0.003213923,0.001122407,0.8254294,0.0009843357,0.0009763462,0.0008054777,0.06817038,0.003320964,0.0005633562,0.001957217,0.09054721,0.00290893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763897,0.004193747,0.001032497,0.001318862,0.0002146894,0.002131801,0.0003031418,0.0005207775,0.01389479],"genre_scores_gemma":[0.9795389,0.01591634,0.001078172,0.0006181917,0.000248878,0.0003276784,0.00006878089,0.0001721933,0.002030903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07693839,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883015662605308,"score_gpt":0.2574264214169698,"score_spread":0.2385962647909167,"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."}}