Review of "Remaking U.S. Trade Policy: From Protectionism to Globalization," by Nitsan Chorev,
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This book could well have been titled "The Myth of American Exceptionalism," but that might have led to a storm of right wing tirades that obscured its illustration of how to make an extended, nuanced comparison between two empires. The introductory chapter sets up the comparative structure, outlines the goals of the book, and clears many thickets of definitional issues. For readers conversant with world-systems analysis the comparative framework will be straightforward and logical. For others it may take some convincing. Briefly, the idea is that in order to compare two empires, in this case Britain and the United States, one must compare similar phases of the hegemonic cycle: ascent (long and short parts), maturity, and decline or competition. Go follows more-or-less standard world-system dates for these phases. The entire book is a detailed execution of this comparison.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it