ANÁLISE ECONÔMICA E AMBIENTAL DE SISTEMAS DE TERMINAÇÃO DE SUÍNOS COM A APLICAÇÃO DOS CONJUNTOS FUZZY
Bibliographic record
Abstract
O artigo analisa dois sistemas de terminação de suínos (o de cama sobreposta e o de esterqueira) quanto aos seus condicionantes econômicos e ambientais. Estuda-se o caso da produção de suínos no Vale do Caí (RS). A partir da teoria dos conjuntos fuzzy é construído um modelo analítico que incorpora e hierarquiza as variáveis econômicas — através do cálculo dos custos de produção da terminação de suínos —, e as variáveis de impacto ambiental — no ar, no solo e na água - permitindo a análise do impacto econômico e ambiental total de cada sistema de terminação. O mesmo modelo pode ser utilizado para hierarquizar outros sistemas de criação e controle de dejetos.
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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 | 0.008 | 0.006 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.005 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 0.005 |
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".