Trade protection via tariff rate quota administration
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In January 2022, the first dispute settlement panel convened under the United States-Mexico-Canada Agreement (USMCA) ruled that administration procedures for Canadian tariff rate quotas (TRQs) on U.S. dairy products violated Canadian trade obligations. Canada subsequently published new dairy quota administration policies to comply with the ruling. Using a dataset with monthly bilateral dairy trade flows at the 6-digit level from January 2014 to October 2023, we empirically assess the economic outcomes associated with this dispute from the perspective of the U.S. dairy industry . We find that — even under Canada’s original quota administration procedures — Canadian dairy TRQ concessions represented meaningful trade liberalization relative to the pre-USMCA status quo. However, in light of Canada’s revised procedures following the panel ruling, U.S. exports to Canada experienced a substantial increase for affected dairy products . This indicates that Canada’s original quota administration procedures represented a “binding” trade restriction beyond the negotiated quota. USMCA dispute settlement procedures effectively worked to remove the barrier.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 it