TRANSPORTE DE CONTAMINANTES ORGÂNICOS NA FRANJA CAPILAR: IMPLICAÇÕES PARA A INVESTIGAÇÃO DE ÁREAS CONTAMINADAS
Bibliographic record
Abstract
O transporte de contaminantes orgânicos na franja capilar foi verificado em testes de laboratório e experimentos de campo. Em um experimento de campo, foi verificada a formação de plumas dissolvidas na franja capilar com pelo menos 6m de extensão após derramamentos de gasolina e etanol. Poços de monitoramento convencionais se mostraram inadequados para a caracterização dessas plumas, sendo incapazes de captar a água da franja capilar. Assim, considera-se fundamental que a franja capilar seja incluída nos modelos conceituais de contaminação por LNAPLs. Além disso, deve-se considerar o uso de outros métodos de amostragem, que permitam inferir a concentração na franja capilar.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".