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
This course surveys the politics of cultural and ethnic/national pluralism, understood mainly in terms of the cultural, linguistic, religious diversity that shape the contemporary world, and their impact on the international system and the practice of international relations. It focuses on the salient issues that have taken center stage after the end of the Cold War, and deals with issues related to the rise of politicized ethnicity and other cultural cleavages around the world. The course includes examination of the possible factors that contributed to the rise of ethnic, religious, linguistic and other parochial attachments, and the accompanying political meanings they assume. In addition, theories/approaches/perspectives/schools that purport to explain ethnic/national group solidarities will be briefly introduced. Towards the end of the semester, formulas for accommodation of cultural pluralism in multi-ethnic societies will be explored. The course will cover some important cases in greater detail: Quebec, Serbia and Croatia (Former Yugoslavia), "Kurdistan" (Iraq), and Quebec (Canada). These cases have been selected for various reasons, including: (1) Representativeness: taken together, the cases are broadly representative of current ethno-nationalist currents around the world. (2) Currency: each case may be understood in the context of the emerging New World Order and global governance. That is, each has been affected by post-Cold War developments. (3) Contrast: Canada has so far managed issues related to its multiculturalism in a civil way. However, in the remaining cases - Iraq, the former Yugoslavia, and Ukraine -- the ethnic/national conflicts have been violent, and the prevailing cultural divide have resulted in problems of mammoth proportions. In addition, students in the course will have the opportunity to explore other cases in-depth through research of different cases. The instructor will assign cases to groups of three students to conduct a detailed study on the nature, evolution, causes, dynamics, actors, and attempted resolution mechanisms of each of the cases. The course will conclude with student PPT presentation of research findings and submission of a term paper. To this end, the course examines national and ethnic identities around the globe and their impact on the human condition. The instructor hopes that, by the time the course topics are covered, each student will have developed increased interest in the study of cultural pluralism and an appreciation of the extent to which ethnicity and nationalism have become salient in national and international politics at the beginning of the 2ist century.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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