United States – Preliminary Determination with Respect to Certain Softwood Lumber from Canada: What is a Subsidy?
Bibliographic record
Abstract
Introduction In August 2001, the United States Department of Commerce (USDOC) issued a preliminary determination that Canadian schemes for allocating standing timber to private harvesters – “stumpage” programs – provided countervailable subsidies to Canadian softwood lumber producers. It also preliminarily determined that critical circumstances existed in the US softwood lumber industry, caused by Canadian imports. Provisional measures were imposed on the basis of a preliminary subsidy rate of 19.31 percent, applicable to all producers/exporters, and applied to all entries of softwood lumber from Canada. As an immediate response to the publication of the USDOC determination, Canada requested the establishment of a WTO panel. In its complaint, Canada argued that the USDOC Preliminary Countervailing Duty Determination (CDC), as well as the Preliminary Critical Circumstances Determination, violated various provisions in the Subsidies and Countervailing Measures (SCM) Agreement, as well as Art. VI:3 of GATT 1994. Canada also claimed that the US countervailing duty (CVD) law regarding expedited and administrative reviews, and the application of that law to the importation of Canadian softwood lumber, violated various provisions of the SCM Agreement . Broadly speaking, the Panel found that the USDOC did not undertake an adequate countervailing duty determination, and that the CVDs imposed on the basis of this determination thus were illegal. The Panel also found that the SCM Agreement did not allow for the retroactive application of provisional measures, but that the US CVD law concerning expedited and administrative reviews was legal under the agreement.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.007 | 0.002 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".