The WTO Comes to Dinner: U.S. Implementation of Trade Rules Bypasses Food Safety Requirements
Bibliographic record
Abstract
A Special Report By Public Citizen's Global Trade Watch and Critical Mass Energy and Environment Program. A review of U.S. government "system" audits of five nations (Brazil, Mexico, Argentina, Australia and Canada) reveals that the U.S. Department of Agriculture (USDA)'s Food Safety and Inspection Service (FSIS) deemed "equivalent" systems with sanitary measures that differ from FSIS policy, and in some cases, violate the express language of U.S. laws and regulations. Because FSIS has refused to respond to Public Citizen Freedom of Information Act requests for correspondence and other documentation regarding these equivalency decisions, it is impossible to determine what is the current status of these issues and whether they have been resolved by regulators. - The U.S. law requiring meat to be inspected by independent government officials was violated by Brazil and Mexico and they retained their eligibility to export to the United States. - The USDA's zero tolerance policy for contamination by feces was repeatedly violated by Australia, Canada and Mexico. - U.S. regulations requiring monthly supervisory reviews of plants eligible to export be conducted on behalf of USDA by foreign government officials were violated by Argentina, Brazil, Canada and Mexico, several of whom are seeking to avoid this core requirement of U.S. regulation. Monthly reviews are vitally important to remind the meat industry that the meat inspector who works the line in the plant is backed by the weight of the government and to double-check the work of meat inspectors on a regular basis. - Even though U.S. regulations requiring that a government official -- not a company employee -- sample meat for salmonella microbial contamination, the USDA approved company employees performing this task as part of an equivalency determination with Brazil and Canada. - Even though U.S. regulations require certain microbial testing to be performed at government labs, the U.S. approved testing by private labs as part of the equivalency determination with Brazil, Canada and Mexico. - Unapproved and/or improper testing procedures and sanitation violations have been re-identified by FSIS year after year for Australia, Brazil, Canada and Mexico, but the countries have retained their eligibility to export to the United States. - After its regulatory systems was designated "equivalent," Mexico began using alternative procedures for salmonella and E. coli that had never been evaluated by FSIS, yet the country retained its eligibility to import to the United States. - Australia and Canada were allowed to export to the United States while using their own methods and procedures for such matters as E. coli testing, postmortem inspection, monthly supervisory reviews and pre-shipment reviews while awaiting an equivalency determination from FSIS. - FSIS auditors and Canadian food safety officials continue to disagree about whether particular measures have already been found "equivalent" by FSIS, yet Canadian imports remained uninterrupted. - The regulatory systems of Brazil and Mexico have been rated equivalent even though the countries plead insufficient personnel and monetary resources to explain their inability to carry out all required functions.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.011 | 0.022 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.012 | 0.005 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.012 | 0.010 |
| Insufficient payload (model declined to judge) | 0.019 | 0.011 |
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 source (direct Gemma or distilled Codex), 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".