SISTEMA integrado alternativo para produção de alimentos: agricultura familiar.
Bibliographic record
Abstract
Na Embrapa Meio-Norte/UEP Parnaíba, foi instalada uma unidade demonstrativa do Sistema integrado alternativo para produção de alimentos, para treinamento de produtores familiares, que teve início em dezembro de 2011. Equipe: Luiz Carlos Guilherme, Janaina Mitsue Kimpara, Laurindo André Rodrigues, Francisco de Assis David da Silva, Admilson Ribeiro de Sousa, Pedro Pereira Neves, Francisco das Chagas Mota de Brito, José Ilson dos Santos, Odival Ferreira do Amaral, José de Ribamar Sousa Correia, Ivana Maria Aragão Lima, Francisco José do Nascimento, Antonio Francisco Costa Silva, Francisco das Chagas Diniz França, Raimundo Araújo Costa e Gilmar da Silva Costa Filho.
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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 | 0.007 | 0.005 |
| Meta-epidemiology (narrow) | 0.005 | 0.003 |
| Meta-epidemiology (broad) | 0.004 | 0.002 |
| Bibliometrics | 0.003 | 0.010 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.007 | 0.002 |
| Research integrity | 0.004 | 0.009 |
| Insufficient payload (model declined to judge) | 0.015 | 0.238 |
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".