Bibliographic record
Abstract
Madison, G. B., Paul Fairfield and Ingrid Harris, eds. Is There a Canadian Philosophy? Reflections on the Canadian Identity. By Marc Poulin 426 Macklem, Patrick. Indigenous Difference and the Constitution of Canada. By Janet Ajzenstat 426 Dupuis, Renée. Quel Canada pour les Autochtones? La fin de l'exclusion. Par Édith Garneau 428 Gammer, Nicholas. From Peacekeeping to Peacemaking: Canada's Response to the Yugoslav Crisis. By Ann L. Griffiths 430 Timpson, Annis May. Driven Apart: Women's Employment Equality and Child Care in Canadian Public Policy. By Kathy Teghtsoonian 432 Young, Lisa. Feminists and Party Politics. By Brenda O'Neill 434 Powe, Jr., Lucas A. The Warren Court and American Politics. By Carolyn N. Long 435 Bland, Douglas L., ed. Backbone of the Army: Non-Commissioned Officers in the Future Army. By James H. Joyner, Jr. 437 Brossard, Yves et Jonathan Vidal. L'éclatement de la Yougoslavie de Tito. Désintégration d'une fédération et guerres interethniques. Par Dany Deschênes 438 Bowler, Shaun and Bernard Grofman, eds. Elections in Australia, Ireland, and Malta under the Single Transferable Vote: Reflections on an Embedded Institution. By Abraham Diskin 440 Marques-Pereira, Bérengère et Patricio Nolasco, coordinateurs. La représentation politique des femmes en Amérique latine. Par Stéphanie Rousseau 441 Parsa, Misagh. States, Ideologies and Social Revolutions: A Comparative Analysis of Iran, Nicaragua, and the Philippines. By David Close 444 Ellis, Stephen. The Mask of Anarchy: The Destruction of Liberia and the Religious Dimension of an African Civil War. By Larry A. Swatuk 445 Santoro, Michael A. Profits and Principles: Global Capitalism and Human Rights in China. By John Fuh-Sheng Hsieh 447 Norman, E. Herbert. Japan's Emergence as a Modern State: Political and Economic Problems of the Meiji Period. By John S. Brownlee 448 Kleinberg, Romanda Bensabat and Janine A. Clark, eds. Economic Liberalization, Democratization and Civil Society in the Developing World. By Jorge A. Schiavon 450 Plattner, Marc F. and Alexander Smolar, eds. Globalization, Power, and Democracy. By Erkki Berndtson 452 Eriksen, Erik Oddvar and John Erik Fossum, eds. Democracy in the European Union: Integration through Deliberation? By Antje Wiener 453 Offen, Karen. European Feminisms 1700-1950: A Political History. By Penelope Deutscher 454 Tomasi, John. Liberalism beyond Justice: Citizens, Society, and the Boundaries of Political Theory. By Alfonso J. Damico 456 Dufour, Frédérick-Guillaume. Patriotisme constitutionnel et nationalisme. Sur Jürgen Habermas. Par Donald Ipperciel 458 O'Neill, Michael and Dennis Austin, eds. Democracy and Cultural Diversity. By Steven Roach 461 Newell, Peter. Climate for Change: Non-State Actors and the Global Politics of the Greenhouse. By Debora L. Vannijnatten 463 Mayall, James. World Politics: Progress and Its Limits. By Robert Jackson 465 Giddens, Anthony, ed. The Global Third Way Debate. By Phillip Wood 466
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 | 0.009 | 0.008 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.010 | 0.010 |
| Open science | 0.005 | 0.005 |
| Research integrity | 0.006 | 0.006 |
| Insufficient payload (model declined to judge) | 0.261 | 0.202 |
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".