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
This article offers an anthropological perspective on international relations by studying ‘macro-structures’ as the effects of elite-conducted contingent practices. It draws on Der Derian’s genealogical explanation of diplomacy as a second-order mediation among ‘estranged states’. This view sets up the argument that national minorities are constructed as international security concerns within diplomatic discourse because they obstruct nation-states from mutually securing themselves through diplomacy. Thus, each state has a vested interest in supporting other states as stable actors with established national identities. As Others in the nation-state, national minorities threaten the inter-state system as they destabilize any given nation-state’s identity as a diplomatic actor. This situation ostensibly obstructs diplomacy whereby European nation-states seek mutual security by approximating the putative pre-Westphalian unity from which they emerged after Christendom’s collapse. The argument is demonstrated through a critical analysis of post-Second World War international agreements and ethnographic research among western diplomats working on Estonia’s minority integration policy.
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 | 0.001 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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