Caracterização de sedimentos de corrente influenciados pelas águas do Parque Ecológico Municipal Rego dos Carrapatos em Nova Lima - MG
Bibliographic record
Abstract
Determinacoes fisico-quimicas em sedimentos do Corrego dos Carrapatos (Nova Lima, Minas Gerais) foram realizadas para fornecer uma analise ambiental critica, dados para os estudos de avaliacao de impacto ambiental, e ajudar na construcao do Plano de Manejo do Parque Municipal Rego dos Carrapatos. Altas concentracoes de ferro, manganes, zinco, cobre, cadmio, cromo, fosforo e enxofre depositados em sedimentos de corrente foram encontrados devido as intensas atividades de mineracao a jusante do Parque Ecologico, e por lancamentos de esgoto domestico no corrego. Os resultados foram comparados com os valores de background regional e com a orientacao de qualidade do Canadian Council of Minister of the Environment (CCME). Os resultados obtidos sao suficientes para alertar a potencial influencia das atividades humanas no parque, especialmente, sobre a poluicao do ecossistema estudado.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.004 |
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".