Norms, Institutions and UN Reform: The Responsibility to Protect
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 Outcome Document produced at the 2005 UN World Summit reveals both the promise and the potential incoherence of reform efforts in the UN. Although the member states were not able to agree on how to treat such fundamental questions as nuclear proliferation and representation on the Security Council, they did agree in principle on key structural changes to the UN system, such as the creation of a Peacebuilding Commission and the metamorphosis of the Human Rights Commission into a Human Rights Council. While the Peacebuilding Commission was established in December 2005 through parallel resolutions of the General Assembly and Security Council, the design of the Human Rights Council was left for future negotiations which have already proven to be exceedingly difficult. \n \nAlthough the member states could not agree on a definition of terrorism or on a set of criteria for the authorization of military force by the Security Council, they did agree on one normative innovation that has the potential for transformative impact in international law and politics: the responsibility to protect. In this essay, we assess the reform potential of the responsibility to protect. We place that assessment in a context of failure to agree on institutional reform initiatives. We ask why states were able to articulate the responsibility to protect, but we also ask whether or not that articulation is likely to have any meaning when institutional reforms seem stuck.
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 | 0.001 | 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