Bibliographic record
Abstract
Cairns, Alan C. Citizens Plus: Aboriginal Peoples and the Canadian State. By Joyce Green 623 Flanagan, Tom. First Nations? Second Thoughts. Par Jean-François Savard 625 Manfredi, Christopher P. Judicial Power and the Charter: Canada and the Paradox of Liberal Constitutionalism. By Miriam Smith 627 Corbo, Claude, sous la direction de. Repenser l'École : une anthologie des débats sur l'éducation au Québec de 1945 au rapport Parent. Par Annie Mercure 629 Howe, R. Brian and David Johnson. Restraining Equality. By Paul Groarke 632 Stewart, David K. and Keith Archer. Quasi-Democracy? Parties and Leadership Selection in Alberta. By Harold J. Jansen 634 Adkin, Laurie E. Politics of Sustainable Development: Citizens, Unions and the Corporations. By Milton Fisk 635 Gibson, Robert B., ed. Voluntary Initiatives. The New Politics of Corporate Greening. By Jean Mercier 637 Vosko, Leah F. Temporary Work: The Gendered Rise of a Precarious Employment Relationship. By David Camfield 639 Amar, Akhil Reed. The Bill of Rights: Creation and Reconstruction. By Matthew DeBell 640 Kagan, Robert A. and Lee Axelrad, eds. Regulatory Encounters: Multinational Corporations and American Adversarial Legalism. By Susan Summers Raines 641 Barbier, Maurice. La modernité politique. Par Jean-François Lessard 643 Badie, Bertrand. The Imported State: The Westernization of the Political Order. By Geoff Martin 645 Gill, Graeme. The Dynamics of Democratization: Elites, Civil Society and the Transition Process. By Daniel M. Brinks 646 Gunther, Richard and Anthony Mughan, eds. Democracy and the Media: A Comparative Perspective. By Bartholomew Sparrow 648 Klieman, Aharon. Compromising Palestine: A Guide to Final Status Negotiations. By Julie Trottier 650 Huang, Jing. Factionalism in Chinese Communist Politics. By Chih-Yu Shih 652 Kim, Samuel S., ed. Korea's Globalization. By Hoon Jaung Chung-Ang 654 Powell, Jr., G. Bingham. Elections as Instruments of Democracy: Majoritarian and Proportional Visions. By Richard Johnston 655 Tesh, Sylvia Noble. Uncertain Hazards: Environmental Activists and Scientific Proof. By William Chaloupka 657 Watts, Ronald L. Comparing Federal Systems. By Michael Stein 658 Eisenstadt, S. N. Paradoxes of Democracy; Fragility, Continuity, and Change. By Brian Donohue 660 Castles, Stephen and Alastair Davidson. Citizenship and Migration: Globalization and the Politics of Belonging. By Triadafilos Triadafilopoulos 661 Sidjanski, Dusan. The Federal Future of Europe: From European Community to the European Union. By Emmanuel Brunet-Jailly 663 DeWiel, Boris. Democracy: A History of Ideas. By Florian Bail 664 Newell, Waller R. Ruling Passion: The Erotics of Statecraft in Platonic Political Philosophy. By Andrew Hertzoff 666 Hueglin, Thomas O. Early Modern Concepts for a Late Modern World: Althusius on Community and Federalism. By Phillip Hansen 668 Slomp, Gabriella. Thomas Hobbes and the Political Philosophy of Glory. By Don Carmichael 670 Thompson, Norma, ed. Instilling Ethics. By Gary K. Browning 671 Boutwell, Jeffrey and Michael T. Klare, eds. Light Weapons and Civil Conflict: Controlling the Tools of Violence. By Kirsten E. Schulze 672 Falk, Richard. Predatory Globalization: A Critique. By Stella Ladi 674 Meyer, Mary K. and Elisabeth Prügl. Gender Politics in Global Governance. By Naomi Black 675
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 | 0.004 | 0.026 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.003 |
| Bibliometrics | 0.007 | 0.006 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.008 | 0.008 |
| Open science | 0.006 | 0.004 |
| Research integrity | 0.007 | 0.005 |
| Insufficient payload (model declined to judge) | 0.249 | 0.206 |
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".