Cooperativas de nova geração e a agroenergia no Brasil.
Bibliographic record
Abstract
This study presents a first approach towards the New Generation Coopera tive (NGC) thematic and wants to find out whether it can be an alternative to the Brazilian agroenergy sector development, specifically the biodiesel market. It's presented the story of the first NGC in the USA and Canada and their experiences with the agribusiness and agroenergy business. A comparison has been made between these experiences and the Brazilian cooperative story and the Brazil's National Alcohol Program (Proalcool), looking for elements to help justify the adoption of NGC in Brazil. NGC is not a solution to any business. In spite of the fact NGC was built from the cooperativism ideals, its evolution is based on the capitalism perspective. It demands professional management skills and high investments, what defines the needs for high education degree of the farmers and increase in the business risk. NGC is not an spontaneous phenomena, but a rational answer to changes in the rural business. The well succeeded cases point to three conditions for NGC adoption: business characteristics; farmer's characteristics; and institutional environment. The best businesses were those focused in the costumer's needs, dealing with high technology production processes, adding value, research-developmentinnovation dependent and market oriented. The farmers must have previous experience with cooperatives and organizational management, willing to accept more risks and share them. The institutional environment must give support through public policies, but none of them must lead the NGC implementation. NGC should be considered in future plans and programs in the Brazilian agroenergy sector. In the Brazilian biodiesel market, NGC is more interesting in business concerned to local development.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.036 | 0.037 |
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".