Metatheoretical Issues of the Evolution of the International Political Economy
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 topicality of the international political economy is determined by the complexity and dynamism of transformation processes in the world economic system, which are developing through information networks and financial technologies. The purpose of the article is to reveal the meta-theory elements of the international political economy in the context of their renewal in the context of the world economic system development in the wave of “information society”. To obtain scientifically sound results, the article uses the historical–logical method, the dialectical method of proceeding from the abstract to the concrete, institutional and evolutionary approaches. The article develops theoretical and methodological foundations for developing the international political economy. It is substantiated that the research agenda of the international political economy is characterized by socio-integrative trends of economic development in the global dimension. The interaction among actors of international relations is analyzed, and the structural components of their functional transformation under the conditions of integration processes advance within the world political and economic space are determined. It is concluded that the international political economy serves as a theoretical foundation, an integral general theoretical basis for establishing adaptive conceptual frameworks for building trust and solidarity among the subjects of the world economic system. Theoretical and methodological principles of the international political economy should be based on analyzing systemic and structural transformations of the world economic system; determining the criteria of social legitimacy of international authorities, based on the norms and values of social and environmental justice; and developing conditions for fulfilling the individual’s creative potential the field of world social capital.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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