Bibliographic record
Abstract
Dobrowolsky, Alexandra. The Politics of Pragmatism: Women, Representation, and Constitutionalism in Canada. By Deborah Stienstra 403 Dion, Stéphane. Straight Talk: Speeches and Writings on Canadian Unity. By Ines Molinaro 404 Mellon, Hugh and Martin Westmacott, eds. Political Dispute and Judicial Review: Assessing the Work of the Supreme Court of Canada By Christopher P. Manfredi 406 Sossin, Lorne M. Boundaries of Judicial Review: The Law of Justiciability in Canada. By James B. Kelly 407 Swainger, Jonathan. The Canadian Department of Justice and the Completion of Confederation, 1867-78. By Peter J. Smith 408 Madar, Daniel. Heavy Traffic: Deregulation, Trade, and Transformation in North American Trucking. By Anthony Perl 410 Elkin, Stephen and Karol Soltan, eds. Citizen Competence and Democratic Institutions. By Henry Milner 411 Bauer, Julien. Politique et religion. Par Stéphane Labranche 413 Waldner, David. State Building and Late Development. By Saime Ozcurumez 415 Mink, Gwendolyn. Welfare's End By Margaret Little 417 Sabatier, Paul A., ed. Theories of the Policy Process By Grace Skogstad 419 Mintrom, Michael. Policy Entrepreneurs and School Choice. By Frederick M. Hess 420 Shaiko, Ronald G.. Voices and Echoes: Public Interest Representation in the 1990s and Beyond. By Eric Mintz 422 White, John Kenneth and Daniel M. Shea. New Party Politics: From Jefferson and Hamilton to the Information Age. By Rosalind Blanco Cook 423 Raymond, Joad, ed. News, Newspapers, and Society in Early Modern Britain. By Brian Richardson 424 Bennett, Rab. Under the Shadow of the Swastika: The Moral Dilemmas of Resistance and Collaboration in Hitler's Europe. By Lynne Taylor 426 Bhatia, G. S., J. S. O'Neill, G. L. Gall and P. D. Bendin, eds. Peace, Justice and Freedom: Human Rights Challenges in the New Millennium. By Marlies Glasius 427 Brinks, Jan Herman. Children of a New Fatherland: Germany's Post-War Right-Wing Politics. By Adrienne Wallace 429 Gorbachev, Mikhail. Gorbachev: On My Country and the World. By Margaret Ogrodnick 430 Greven, Michael Th. and Louis W. Pauly, eds. Democracy beyond the State? The European Dilemma and the Emerging Global Order. By Alexandra Kogl 432 Krishna, Sankaran. Postcolonial Insecurities: India, Sri Lanka, and the Question of Nationhood. By Liz Philipson 433 Sutter, Robert G. Chinese Policy Priorities and Their Implications for the United States. By Yuchao Zhu 435 Caspary, William R. Dewey on Democracy. By Brian Hendley 436 Fierlbeck, Katherine. Globalizing Democracy: Power, Legitimacy and the Interpretation of Democratic Ideas. By Boris DeWiel 438 Kymlicka, Will and Wayne Norman, eds. Citizenship in Diverse Societies. By Paul Gilbert 439 Macleod, Colin M. Liberalism, Justice, and Markets: A Critique of Liberal Equality. By Matthew Clayton 441 Jones, Charles. Global Justice: Defending Cosmopolitanism. By Janna Thompson 442 Rey, J.-F., dir. Altérités : entre visible et invisible. Par Stéphane Labranche 444
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 | 0.005 | 0.032 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.007 | 0.005 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.009 | 0.007 |
| Open science | 0.006 | 0.004 |
| Research integrity | 0.008 | 0.005 |
| Insufficient payload (model declined to judge) | 0.303 | 0.275 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".