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
For quite some time, Sweden's international image was centred on its exceptionally activist foreign policy, which reached widely around globe all way from Stockholm to Vietnam and on to Sandinist Nicaragua and back. According to its prominent advocates, this multifaceted Swedish internationalism merited country title of the moral superpower, in fierce competition with, among others, Canada. To its critics, was ideological, unbalanced, and pretentious, and, during Cold War, often anything but moral in its uncritical support of revolutionary ideals and leftist groups in third world. To its supporters, policy represented a cherished political model for world, and especially third world, to emulate. Seeing itself as a natural role model in international community and taking it upon itself to act as a guide to other actors in system, and using international law as a key tool in that process, self-assigned moral superpower had obvious similarities to Dutch notion of gidsland. like gidshnd, moral superpower had a strong missionary component and a
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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