Bibliographic record
Abstract
INTRODUCTION PART I: RETHINKING LIBERALISM AND CITIZENSHIP 1. Cosmopolitanism, Nationalism, and Immigration: False Dichotomies and Shifting Presuppositions 2. Democracy and Globalization: A Defeasible Sketch 3. New Constitutionalism: Democracy, Habermas, and Canadian Exceptionalism 4. Saving Democracy from Deliberation 5. Self-Defeating Political Education PART II: EQUALITY, JUSTICE AND GENDER 6. History, Ethics, and Marxism 7. Egalitarianism Renewed 8. A Relational Approach to Citizenship 9. Birth, Maternity, Citizenship: Some Reflections PART III: MINORITY RIGHTS, MULTICULTURALISM AND IDENTITY 10. The New Debate over Minority Rights 11. Liberal Nationalism and Multiculturalism 12. Legal Multiculturalism From the Bottom Up 13. What Not to Do About Hate Speech: An Argument Against Censorship 14. Toleration, Canadian Style: Reflections of a Yankee-Canadian 15. Charles Taylor's Pedagogy of Recognition PART IV: NATIONALISM AND SELF-DETERMINATION 16. Lifeboat 17. Communities of Memory 18. Civic and Ethnic Nationalism: Lessons from the Canadian Case 19. The True Nature of Sovereignty: Reply to My Critics Concerning Trudeau and the End of a Canadian Dream 20. The Supreme Court's Reference on Unilateral Secession: A Turning Point in Canadian History 21. Vision: Towards an Understanding of Aboriginal Sovereignty PART V: IN DIALOGUE WITH THE HISTORY OF POLITICAL PHILOSOPHY 22. The Platonic Challenge to the Modern Idea of the Public Intellectual 23. Coercion and Disagreement 24. Liberalism and Moral Subjectivism 25. Weaving a Work 26. The Immanent Counter-Enlightenment
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.008 |
| Science and technology studies | 0.021 | 0.030 |
| Scholarly communication | 0.012 | 0.004 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.005 | 0.006 |
| Insufficient payload (model declined to judge) | 0.021 | 0.003 |
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 source (direct Gemma or distilled Codex), 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".