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
Lawyers have begun to think of the legal events and institution-building related to the demise of Yugoslavia as raising new hope for international law. The recognition of newly self-determining sovereign entities that was facilitated by the European Community, together with the creation by the UN Security Council of an international criminal tribunal, constitute instances of newfound political authority over political disputes. On the other hand, close examination of the recognition process of the European Community and the constitutional stature of the ad hoc criminal court reveals political considerations to have dominated normative principles. Thus, while in form the legal events surrounding the Yugoslavia conflict seem to reflect the triumph of internationalism over the force of sovereignty, in substance they reflect precisely the opposite. In analyzing these legal pronouncements through the lens of the fantasy stories of Jorge Luis Borges, one can begin to appreciate international law's conceptual embarrassment of riches. For this is all a dream we dreamed one afternoon long ago. Hunter & Lesh, Box of Rain .
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 | 0.000 | 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) | 0.001 | 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