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
The title of this paper employs two contested concepts. 'Nco-nationalism' implies that there is a new form of nationalism emerging in advanced industrial countries which is sufficiently distinct from other forms to warrant a new term. 'Stateless nations' alludes to territories which can be considered 'nations' but which do not have fully developed states. A number of the participants at this conference have argued, nonetheless, that this is to present something of a zero-sum game, that territories arc cither states or not (stateless), whereas the true condition reflects substantial degrees of statehood: legislatures, public bureaucracies, systems of governance. While such territories may not have seats at the United Nations, they arc frequently larger and more affluent than many formally independent states. Certainly, Scotland, Catalonia and Quebec could hold their own in tenns of standing in economic league tables. Thus, 'semi-state' or 'under-stated' nations might meet some of these objections, if not the argument that even these terms imply that the 'natural' condition is for nations and states to coincide.
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 | 0.000 | 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