Overview of bovine spongiform encephalopathy and related events in Germany
Bibliographic record
Abstract
Despite the emergence of bovine spongiform encephalopathy (BSE) throughout Europe, Germany considered itself free of the disease. However, on November 26, 2000, the first domestic case of BSE appeared in the country, leading to public concerns about food safety. The occurrence of BSE within the country's borders had dramatic economic and social effects. The response of the German public and politicians far surpassed that in the UK, which was affected by the disease to a much greater extent. Germany's response to BSE was rapid, with new risk management policies, including testing a high percentage of cattle, implemented within months. To date, Germany has not had a case of variant Creutzfeldt-Jakob disease (vCJD). The strong public reaction to the identification of BSE in Germany demonstrates the importance of taking public perceptions of and concerns about zoonotic diseases into account in risk management decision-making.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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; a candidate call from one teacher head, not a consensus.
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".