Panorama da energia eólica sob a perspectiva dos impactos ambientais no Brasil
Bibliographic record
Abstract
A presente pesquisa objetiva traçar um panorama da energia eólica sob a perspectiva dos impactos ambientais no Brasil. Para tanto, se valeu de uma revisão sistemática, a partir de um processo estruturado de busca de trabalhos científicos junto ao Portal de Periódicos da Capes. A revisão sistemática permitiu aferir que, dentre os principais impactos abordados, estão os de natureza sonora, visual, de restrição na utilização do solo e na utilização dos terrenos, de acidentes com aves e de radiação eletromagnética. No entanto, foi possível identificar que há convergência de quase a totalidade das pesquisas no sentido de que as potencialidades e os impactos positivos da fonte eólica ainda a tornam um meio de produção sustentável e de baixo impacto, em que pese as externalidades negativas. O presente estudo permite aferir as lacunas existentes quando se fala em pesquisa de impacto ambiental da energia eólica no Brasil, bem como das formas de mitigação destes impactos.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.016 | 0.006 |
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".