Whether State-Owned Enterprises per se Constitute "Public Bodies" within the Meaning of Article 1.1(a)(1) of the SCM Agreement——Comment on the WTO Dispute Case "United States-Definitive Anti-dumping and Countervailing Duties on Certain Products from Chin
Bibliographic record
Abstract
On October,2010,the WTO panel publishes its decision on the Case United States-Definitive Anti-dumping and Countervailing Duties on Certain Products from China,which decides that state-owned enterprises per se constitute public bodies within the meaning of Article 1.1(a)(1) of the SCM agreement.This decision could bring a long term disadvantage for Chinese enterprises when they meet the countervailing duties measures.This article argues that the panel decision has its defects on its reasoning.State-owned enterprise may constitute the public bodies within the meaning of Article 1.1(a)(1) of the SCM agreement,but not must be.This article encourages the Chinese government should appeal on this point.
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.
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 | 0.007 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.014 |
| Scholarly communication | 0.008 | 0.006 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.024 | 0.018 |
| Insufficient payload (model declined to judge) | 0.005 | 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".