A critical evaluation of rationalist IR in the analysis of informal institutions
Bibliographic record
Abstract
Abstract This article has two major inter-connected objectives about the ascendancy of informal international institutions on a global basis. The first objective is to highlight the extended scope of this phenomenon. The second objective of this article evaluates how the mainstream International Relations (IR) literature has treated the cascading wave of informal institutions. With this expansion in mind, the focus is on a critical evaluation of the rationalist institutionalist literature generally and rational design scholarship more specifically. This scholarship possesses some considerable foundational advantages. At the same time several important deficiencies stand out. First, in terms of participation, the scholarship remains excessively US-centric. Secondly, in terms of projection, the rationalist institutionalist literature lacks both historical context and an anticipatory component. Thirdly, in terms of the ‘living personality’ constitutive of informal institutions, the mode of analysis lacks nuance. Notwithstanding its claims of consistency with respect to the logic of institutionalism, the rationalist institutionalist literature is highly uneven in terms of its analysis about the nature of informal institutions. The most consistent component throughout rationalist institutionalist literature is what type of informal institutionalism is left out. Informal institutionalism is recognized to be on the ascendancy. But the core manifestation of informal institutionalism—state-based plurilateralism—is neglected in the analysis.
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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 | 0.049 | 0.036 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.007 | 0.003 |
| Science and technology studies | 0.006 | 0.073 |
| Scholarly communication | 0.016 | 0.014 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.003 | 0.006 |
| 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".