The Challenge of Global Capitalism: The World Economy in the 21st Century. By Robert Gilpin, with the assistance of Jean Millis Gilpin. Princeton, NJ: Princeton University Press, 2000. 373p. $29.95.
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
The word globalization first appeared in the second half of the 1980s and now has become the most ubiquitous in the language of international relations. It has spawned a new vocabulary: globaloney (Why all the hype when the global economy was more integrated in the age of Queen Victo- ria?): globaphobia (the new, mainly mistaken, backlash); globeratti (the members of the international nongovernmen- tal organizations [INGOs] who travel around the world from conference to conference, except when they are on the Internet mobilizing for the next conference), and so on. For Robert Gilpin, among the world's most eminent scholars of international relations, globalization is insightfully defined as the deepening and widening integration of the world econ- omy by trade, financial flows, investment, and technology.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 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