Canada - Certain Measures Concerning Periodicals, complaint by the United States (WT/DS31): Report of the Panel
Bibliographic record
Abstract
INTRODUCTION On 11 March 1996, the United States requested Canada to hold consultations pursuant to Article 4 of the Understanding on Rules and Procedures Governing the Settlement of Disputes (DSU) and Article XXIII of the General Agreement on Tariffs and Trade 1994 (GATT 1994) on certain measures maintained by Canada, namely, measures prohibiting or restricting the importation into Canada of certain periodicals; tax treatment of so-called “split-run” periodicals; and the application of favourable postage rates to certain Canadian periodicals (WT/DS31/1). These consultations were held on 10 April 1996. As they did not result in a satisfactory adjustment of the matter, the United States, in a communication dated 24 May 1996, requested the Dispute Settlement Body (DSB) to establish a panel to examine the matter (WT/DS31/2). The DSB, at its meeting on 19 June 1996, established a panel on the matter in accordance with Article 6 of the DSU. In document WT/DS31/3, the Secretariat reported that the Panel would have the following standard terms of reference and composition: “To examine, in the light of the relevant provisions of the covered agreements cited by the United States in document WT/DS31/2, the matter referred to the DSB by the United States in that document and to make such findings as will assist the DSB in making the recommendations or in giving the rulings provided for in those agreements”. On 25 July 1996, the Panel was constituted with the following composition: Chairman: Mr. Lars Anell Panelists: Mr. Victor Luiz do Prado Mr. Michael Reiterer No Members reserved their rights to participate in the Panel proceedings as a third party. The Panel met with the parties to the dispute on 11 October 1996 and 14- 15 November 1996. The Panel submitted its report to the parties on 21 February 1997. FACTUAL ASPECTS This Panel concerns three Canadian measures: Tariff Code 9958 which prohibits the importation into Canada of certain periodicals; Part V.I of the Excise Tax Act, as enacted by Bill C-103 of 15 December 1995, which imposes an excise tax on certain “split-run” periodicals; and the application of certain postal rates to certain Canadian periodicals including through actions of Canada Post Corporation and the Department of Canadian Heritage.
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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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.011 | 0.002 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.009 | 0.005 |
| Insufficient payload (model declined to judge) | 0.027 | 0.006 |
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".