Law as the Interplay of Ideas, Institutions, and Interests: Using Polyani (and Foucault) to ask TWAIL Questions
Bibliographic record
Abstract
Abstract This paper sketches out some preliminary thoughts on political economy that stem from problematics that emerge from TWAIL. The TWAIL story of international law is one of frustration and disappointment because of the constant exploitation of the Third World despite all the historic changes in international legal ideas and institutions, but it also a story of hope in the moments of resistance. In order to better debate how particular international institutions should be changed or whether particular international institutions should be renounced, I suggest that we need to explicate the theories of political economy embedded within these institutions. Drawing from Karl Polanyi's The Great Transformation, bringing alongside the work of Michel Foucault, I sketch out one way of conducting a study of international political economy by suggesting that we can think of law as the interplay of ideas, institutions, and interests.
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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 | 0.011 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.007 | 0.071 |
| Scholarly communication | 0.010 | 0.013 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.002 | 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".