APLICAÇÃO DE ENSAIO DE BOMBEAMENTO PARA AVALIAR O POTENCIAL DE MIGRAÇÃO DE BENZENO DE UM AQÜÍFERO LIVRE E RASO PARA UM AQÜÍFERO CONFINADO, QUANDO DO BOMBEAMENTO DE POÇOS PROFUNDOS
Bibliographic record
Abstract
A área de estudo é uma indústria petroquímica localizada no município de Cubatão – SP e às margens do Rio Cubatão. O aqüífero livre da área encontra-se impactado por benzeno em altas concentrações. A empresa utiliza 3 (três) poços profundos para abastecimento industrial todos com 30 metros de profundidade em média, cujas seções camada de argila marinha, o que impede o contato com a zona contaminada da área. Este estudo apresenta os resultados da avaliação hidrogeológica realizada para verificar o potencial de migração do benzeno, para o aqüífero confinado, em função da operação dos poços de abastecimento.
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 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 | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".