{"id":"W2002452854","doi":"10.17271/1980082710122014908","title":"APLICAÇÃO DAS EQUAÇÕES DE STREETER-PHELPS EM RIOS QUE RECEBEM FONTES DE POLUENTES PONTUAIS E DUFUSAS, PARA AVALIAR O COMPORTAMENTO DAS CONCENTRAÇÕES DE OXIGÊNIO DISSOLVIDO","year":2014,"lang":"pt","type":"article","venue":"Periódico Eletrônico Fórum Ambiental da Alta Paulista.","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Nonpoint source pollution; Hydrology (agriculture); Chemistry; Environmental engineering; Humanities; Pollutant; Environmental science; Geotechnical engineering; Geology","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003035255,0.00177622,0.001640823,0.0002577721,0.001614728,0.001555717,0.002448605,0.0008069422,0.00488512],"category_scores_gemma":[0.000487414,0.0018742,0.0008709072,0.0008295297,0.00162422,0.001285849,0.00131263,0.00142597,0.001362374],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003880606,"about_ca_system_score_gemma":0.0003937221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01459933,"about_ca_topic_score_gemma":0.009885269,"domain_scores_codex":[0.9865635,0.002329702,0.002358907,0.002438408,0.002036051,0.00427345],"domain_scores_gemma":[0.9933792,0.0006831061,0.001277126,0.00207468,0.00008838325,0.002497486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001064217,0.005929632,0.6974719,0.0009082288,0.0008075305,0.0003915381,0.03063012,0.001003908,0.1728965,0.005747647,0.06780736,0.01534142],"study_design_scores_gemma":[0.009111837,0.003556963,0.5540803,0.001796218,0.001027597,0.0006426126,0.03826095,0.04115076,0.06840409,0.001644896,0.2739773,0.006346424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765289,0.001526745,0.009084481,0.005455724,0.001159403,0.001660957,0.002364094,0.000564557,0.001655155],"genre_scores_gemma":[0.9849676,0.000898887,0.001918964,0.006354845,0.0005147801,0.0002442972,0.0009065679,0.0002278555,0.00396613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.20617,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816858117879565,"score_gpt":0.3205391629131206,"score_spread":0.292370581734325,"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."}}