When democratic governance unites and divides: Social status and contestation in the Organization for Security and Co-operation in Europe
Why this work is in the frame
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Bibliographic record
Abstract
Scholars and practitioners are increasingly attentive to contestation against symbols and institutions underpinning international order(s). Yet International Relations scholarship can benefit from greater understanding of ways in which contestation interacts with salient dimensions of social status in specific international organizations (IOs). Drawing on evidence from the history of the Organization for Security and Co-operation in Europe (OSCE), with a focus on democratic governance and human rights, this article analyzes status-related contestation as a significant, yet under-examined type of contestation in multilateral diplomacy. Status-related contestation conveys dissatisfaction about symbols, institutions, and actors which reinforce socially significant divisions that place a state (or group of states) at a social disadvantage in a particular multilateral venue. International organizations provide unique social contexts which affect the content of contestation. Building on scholarship in social psychology, constructivism, and status hierarchies in world politics, the article analyzes the evolution of a dimension (or basis) of social status in the OSCE and illustrates that, beyond domestic and material interests, state representatives communicate social identity-related concerns through language, for example, that expresses discontent with dividing lines, unfairness, or (dis)respect, in attempting to minimize negative social identities in multilateral organizations.
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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 | 0.000 | 0.001 |
| 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 | 0.000 | 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