{"id":"W2898127985","doi":"","title":"ANÁLISE COMPARATIVA DOS ÍNDICES DE QUALIDADE DE ÁGUA IQANSF X IQACCME","year":2018,"lang":"pt","type":"article","venue":"X Mostra da Pós-Graduação: Direitos Humanos, trabalho coletivo e redes de pesquisa na Pós Graduação","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004181733,0.003073312,0.002987689,0.00080778,0.003573649,0.002545645,0.004063199,0.001715268,0.01041168],"category_scores_gemma":[0.000375141,0.003305872,0.001527032,0.002385989,0.004853699,0.001811039,0.001122063,0.002785411,0.003238969],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004140669,"about_ca_system_score_gemma":0.001201449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005959615,"about_ca_topic_score_gemma":0.003375195,"domain_scores_codex":[0.9784779,0.004588229,0.003636616,0.003809179,0.003453103,0.006034986],"domain_scores_gemma":[0.990674,0.001000152,0.001916474,0.002994212,0.0002706764,0.003144487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005206544,0.01880082,0.1226725,0.003612181,0.004648146,0.002812059,0.1606533,0.002771975,0.3296134,0.03194113,0.2751385,0.04212946],"study_design_scores_gemma":[0.01680346,0.008272704,0.2425644,0.004206629,0.003508485,0.002135614,0.02194346,0.02029324,0.2821468,0.01112019,0.3724309,0.0145742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559503,0.002575421,0.01015977,0.008655131,0.00235367,0.003962281,0.002873325,0.001217677,0.01225248],"genre_scores_gemma":[0.9793935,0.001181904,0.003443649,0.00350115,0.001960327,0.0005440196,0.000531446,0.0003988884,0.009045103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1387098,"threshold_uncertainty_score":0.9996822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06375800667585425,"score_gpt":0.3414323005347042,"score_spread":0.27767429385885,"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."}}