“America First” and the Return of Economic Isolationism and Nationalism to the United States: A Historic Turning Point for International Trade Law
Bibliographic record
Abstract
Abstract American trade policy under the Trump administration can be summed up in one expression, “America First,” which the US president himself has repeated many times. Driven by a rejection of multilateralism, the United States has adopted numerous measures designed to maintain or stimulate domestic industry or to tighten economic policies both domestically and towards foreign trading partners. Reflecting isolationist and nationalist economic theories, these measures are the anchor for a return of economic frontiers to the United States. Yet the United States is at the heart of globalization and cannot completely isolate itself without risking an economic meltdown. This is all the more true since it has been the driving force behind the creation of the multilateral trading system since the end of the Second World War. This change of economic vision by one of the world’s greatest powers can only be a turning point in the recent history of international economic relations. As such, one may wonder whether America First and the set of measures adopted in its name also foreshadow a phase of retreat for international trade law or whether, on the contrary, they are an opportunity for reform of an area of the law that has been struggling to evolve for several decades.
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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 | 0.003 | 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 | 0.006 | 0.023 |
| Scholarly communication | 0.010 | 0.006 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.004 | 0.013 |
| Insufficient payload (model declined to judge) | 0.004 | 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".