IMPACTOS PLUVIAIS NO BAIRRO CAJURU – CURITIBA – PR (pluvial impact on Cajuru district – Curitiba - PR)
Bibliographic record
Abstract
Este estudo analisa os eventos pluviometricos concentrados, enfocando os impactos pluviais no bairro Cajuru, em Curitiba - PR, dentro da perspectiva do Sistema Clima Urbano, subsistema hidrometeorico de Monteiro (1976, 2003). Consiste em identificar a ocorrencia de totais pluviometricos diarios iguais e superiores a 60 mm, dentro do municipio de Curitiba e Colombo, este ultimo contendo as nascente do rio Atuba, o que influencia no bairro aqui estudado. Analisa ainda, as vazoes do rio Atuba, bem como as tendencias das mesmas para as duas ultimas decadas. Os resultados apontam varios eventos com magnitudes superiores a 100mm diarios, que geraram inumeros impactos no bairro cajuru. As vazoes do rio mostraram um consideravel aumento no decorrer dos anos, muito provavelmente em virtude das mudancas do uso do solo na bacia do rio Atuba e na area especifica de estudo. Palavras-chave : eventos pluviometricos concentrados, impactos pluviais, vazoes. ABSTRACT This study analyzes the concentrated pluviometric events, focalizing the pluvial impacts on Cajuru quarter, in Curitiba-PR-Brazil, in the perspective of the Urban Climate System, subsystem hydrometeoric of Monteiro (1976, 2003). It consists in identifying the occurrence of daily pluviometric totals equal and superior to 60 mm, in the municipalities of Curitiba and Colombo, this last one containing the headwaters of Atuba river, which influences the quarter that we are studying. It analyzes yeat, the outflows of Atuba river, and also its tendencies for the last two decades. The results point out many events with magnitudes higher than 100 mm daily, which generated many impacts on Cajuru quarter. The river outflows showed a considerable increase in the course of the years, probably because of the changes in the use of the soil in the basin of Atuba river and in the specific area of study. Key- Words : concentrated pluviometric events, pluvial impacts, outflows
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".