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
While realists and neoconservatives generally disagreed on the Iraq invasion of 2003, nothing inherent in either approach to foreign policy accounts for this. Neoconservatism’s enthusiasm for democratisation would appear to distinguish the two but its rejection of all other liberal mechanisms in world politics suggests that the logic linking democracy and American security shares little with liberalism. Inspecting the range of neoconservative thought reveals a unifying theme: the enervating effects of democracy on state power and the will to wield it in a dangerous world. Consequently, the United States enjoys greater safety among other democracies due to a more favourable distribution of relative power. Viewing regime type through the prism of state power extraction in a competitive, anarchic world puts neoconservatism squarely in the neoclassical realist camp. The article concludes by suggesting why the rest of International Relations should care about this new ‘neo—neo’ debate.
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 | 0.001 |
| 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