{"id":"W2052098387","doi":"10.15628/holos.2011.629","title":"MONITORAMENTO DA QUALIDADE QUÍMICA DA ÁGUA PARA FINS DE IRRIGAÇÃO NO RIO AÇÚ, RN","year":2011,"lang":"pt","type":"article","venue":"Holos","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Humanities; Physics; Mathematics; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000795063,0.0004499656,0.000392674,0.00007079283,0.0003634032,0.0002517723,0.0007887213,0.0003489068,0.01360136],"category_scores_gemma":[0.0000452083,0.0004412949,0.0002091954,0.0002544516,0.0004589222,0.0003991078,0.0004124301,0.000500851,0.03673078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006681153,"about_ca_system_score_gemma":0.00008991284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00623971,"about_ca_topic_score_gemma":0.000153937,"domain_scores_codex":[0.9962451,0.000647893,0.0006645365,0.00074955,0.0006616818,0.00103117],"domain_scores_gemma":[0.998149,0.00007095181,0.0002988959,0.0009163214,0.00001801818,0.000546783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001233931,0.01096375,0.3848748,0.0006664763,0.0008874764,0.0008627882,0.26096,0.0004767394,0.1466097,0.008574705,0.1654292,0.01846042],"study_design_scores_gemma":[0.002540048,0.001319812,0.5704358,0.0002753875,0.0002918807,0.00006244338,0.005454909,0.001595711,0.04622318,0.002287721,0.3673202,0.002192985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722046,0.0001543625,0.001363954,0.001665456,0.001153931,0.0006241659,0.0002917137,0.0001446738,0.02239716],"genre_scores_gemma":[0.97333,0.00007120214,0.00208795,0.001677033,0.0002152956,0.00005826872,0.0000322565,0.00004360359,0.02248441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555051,"threshold_uncertainty_score":0.9998039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1730273785167102,"score_gpt":0.3410752349388881,"score_spread":0.1680478564221779,"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."}}