In Situ Stabilization of Lead in Groundwater – Two Case Studies from Brazil
Bibliographic record
Abstract
EHC-M® tem se mostrado eficaz na imobilização de chumbo (Pb) nas águassubterrâneas, em dois locais no Brasil; 1) uma antiga fábrica de reciclagem de bateriaslocalizada no interior do Estado de São Paulo e 2) uma fábrica ativa localizada no Rio deJaneiro. Em ambos os casos, o objetivo foi a correção do pH, para imobilizar o Pb in-situ elimitar a migração da pluma. Para este fim, foi conduzida a injeção de EHC-M parapromover a precipitação de Pb solúvel na forma de sulfetos estáveis. O EHC-M combinaliberação controlada de fonte de carbono, ferro zero-valente (ZVI) e lenta liberação deenxofre. Após a aplicação do EHC-M no subsolo, uma combinação de reações químicas ebiológicas irão estabelecer condições extremamente redutoras combinado com elevadosníveis de ferro reduzido e sulfeto, condição em que o Pb dissolvido irá precipitar na formade galena e também será adsorvido como óxidos de Fe estáveis.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 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".