Influência da estratificação térmica no volume útil e no comportamento hidrodinâmico de lagoa de estabilização: determinação experimental e teórica
Bibliographic record
Abstract
Lagoas de estabilização localizadas em regiões com variações elevadas de temperatura ao longo do dia tendem a apresentar estratificação térmica, um fenômeno que altera o volume útil da lagoa. Neste trabalho, apresentam-se resultados experimentais obtidos em duas lagoas, facultativa e maturação, construídas na região central do estado de São Paulo. O acompanhamento do perfil de temperatura mostrou a ocorrência de estratificação térmica com ciclo nictimeral nas duas lagoas. Os ensaios hidrodinâmicos indicaram comportamento semelhante ao de reatores com mistura completa, com zonas mortas, volume útil de aproximadamente 60% na lagoa facultativa e 30% na lagoa de maturação. Os experimentos corroboraram os resultados teóricos obtidos com o modelo matemático para previsão da estratificação térmica.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.003 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".