Culture, Sovereignty, and Hollywood: UNESCO and the Future of Trade in Cultural Products
Bibliographic record
Abstract
On October 20, 2005, the General Conference of the United Nations Educational, Scientific and CulturalOrganization (UNESCO) adopted a treaty - by a vote of 148-2, with 4 abstentions - that legitimates domestic legal measures aimed at the protection of local producers of cultural activities, goods and services. Opposed by the United States and Israel, the Convention represents a major diplomatic victory for Canada and France - its principal proponents - and a major blow to Hollywood and the United States, audiovisual products being among America's most lucrative exports. Both Canada and France, like many countries around the world, have long maintained a range of cultural protectionist measures aimed at stemming the dominance of U.S. media - notably, Hollywood films - in their domestic markets. The Convention has been attacked as vague and susceptible to abuse, however, by U.S. officials arguing that it could serve as a pretext for infringements of speech and related human rights, and that it could destabilize the international trading system. Particularly troubling for the United States is a provision containing apparently contradictory language regarding theConvention's relationship to existing international legal obligations. This article aims to identify the UNESCO Convention's legal and diplomatic significance. Starting with a brief look at competing conceptions of culture, the article then discusses cultural provisions in various traderegimes, UNESCO's history (including the United States' cool relationship with this UN body), as well as thenegotiation and drafting of the Convention itself. The article ultimately concludes that the UNESCOConvention will likely have minimal legal effect on existing trade obligations, but that it will have a significant diplomatic impact on future negotiations toward greater audiovisual liberalization under the WTO system - a major trade policy goal of the United States. The efficacy of the UNESCO Convention as a means of resisting audiovisual trade liberalization will ultimately depend on the perceived normative legitimacy of the broader argument for the protection of cultural diversity through domestic protectionist measures. The final sections of the article address the trade and culture debate in these broader terms. Based on an examination of the media market, Hollywood's prevailing business model, and the deployment of human rights arguments and construction of trade rhetoric by U.S. trade negotiators and corporate interests, I argue that the burden remains squarely on the United States to demonstrate that the liberalization of trade in cultural products is in fact necessary or desirable.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.009 | 0.021 |
| Scholarly communication | 0.017 | 0.011 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.007 | 0.008 |
| Insufficient payload (model declined to judge) | 0.006 | 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 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".