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 UN has been accused of hypocrisy — failing to act in accordance with the ideals it espouses — in post-Cold War peacekeeping missions. This article argues that such inconsistency can arise from ‘organized hypocrisy’, a phenomenon identified by organization theorists in which organizations respond to conflicting pressures in external environments through contradictory actions and statements. Organized hypocrisy may have both positive and negative effects on peacekeeping. On the one hand, it may produce or exacerbate gaps between commitments and resources, undermine reforms if they are decoupled from practice, and impede efforts to mitigate harmful peacekeeping externalities. On the other hand, organized hypocrisy may enable the UN, or regional organizations, to manage irreconcilable pressures that might otherwise render the organization incapable of effective action and threaten its survival. This article explains and develops the concept of organized hypocrisy, and apples it to post-Cold War peace operations.
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 | 0.004 | 0.003 |
| 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) | 0.002 | 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