Syria, Press Framing, and the Responsibility to Protect
Bibliographic record
Abstract
The Syrian Civil War has created the worst humanitarian disaster since the end of World War II, sending shock waves through Syria, its neighbours, and the European Union. Calls for the international community to intervene in the conflict, in compliance with the UN-sanctioned Responsibility to Protect (R2P), occurred from the outset and became even more pronounced following President Assad's use of chemical weapons against civilians in August 2013. Despite that egregious breach of international convention, no humanitarian intervention was forthcoming, leaving critics to argue that UN inertia early in the conflict contributed to the current crisis Syria, Press Framing, and The Responsibility to Protect examines the role of the media in framing the Syrian conflict, their role in promoting or, on the contrary, discouraging a robust international intervention. The media sources examined are all considered influential with respect to the shaping of elite views, either directly on political leaders or indirectly through their influence on public opinion. The volume provides a review of the arguments concerning appropriate international responses to events in Syria and how they were framed in leading newspapers in the United States, Great Britain, and Canada during the crucial early years of the conflict; considers how such media counsel affected the domestic contexts in which American and British decisions were made not to launch forceful interventions following Assad's use of sarin gas in 2013; and offers reasoned speculation on the relevance of R2P in future humanitarian crises in light of the failure to protect Syrian civilians.
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How this classification was reachedexpand
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 | 0.003 | 0.002 |
| 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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".