USO E OCUPAÇÃO DA TERRA EM ÁREAS DE PRESERVAÇÃO PERMANENTE NO MUNICÍPIO ALTA FLORESTA, MATO GROSSO
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A supresso das reas de matas ciliares decorrente das aes antrpicas vm causando ao longo dos anos, fortes impactos na disponibilidade hdrica das microbacias. Em meio a este contexto encontra-se a microbacia Lago da Capivara, que em decorrncia de posicionamento geogrfico, torna-se estratgica para o futuro abastecimento urbano do municpio Alta Floresta, Mato Grosso. Nesta tica, objetivou-se analisar os principais usos e ocupaes da terra da microbacia Lago da Capivara, no municpio de Alta Floresta MT. Por meio do software ArcGis 9.3 realizou-se o procedimento de classificao de uso e ocupao da terra, na imagem SPOT 2.5 do
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.
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 | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.010 |
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 it