Bibliographic record
Abstract
Burke, Mike, Colin Mooers and John Shields, eds. Restructuring and Resistance: Canadian Public Policy in an Age of Global Capitalism. By Grace Skogstad 17 Bastien, Frédéric. Relations particulières La France face au Québec après de Gaulle. Par Christine Bout De L'An 178 Nancoo, Stephen E., ed. 21st Century Canadian Diversity. By Jean E. Havel 180 Lefebvre, Jean-Paul. Qui profiterait de l'indépendance du Québec? Par Nemer H. N. Ramadan 181 Cashore, Benjamin, George Hoberg, Michael Howlett, Jeremy Rayner and Jeremy Wilson. In Search of Sustainability: British Columbia Forest Policy in the 1990s. By Lori Poloni-Staudinger 182 Dahl, Jens, Jack Hicks and Peter Jull, eds. Nunavut: Inuit Regain Control of Their Lands and Their Lives. By Gurston Dacks 183 Kernaghan, Kenneth, Brian Marson and Sandford Borins. The New Public Organization. By Geoffrey Hale 185 Bélanger, Yves, Robert Comeau, François Desrochers et Céline Métivier, sous la direction de. La CUM et la région métropolitaine : l'avenir d'une communauté. Par Martin Éthier 187 Moon, Richard. The Constitutional Protection of Freedom of Expression. By Stephen L. Newman 189 Brady, David W., John F. Cogan and Morris P. Fiorina, eds. Continuity and Change in House Elections. By L. Sandy Maisel 191 Preston, Thomas. The President and His Inner Circle: Leadership Style and the Advisory Process in Foreign Affairs. By Chris Dolan 192 Waddell, Brian. The War against the New Deal: World War II and American Democracy. By Bruce Miroff 194 Smith, Mark A. American Business and Political Power: Public Opinion, Elections, and Democracy. By Marie Hojnacki 195 Connelly, James and Graham Smith. Politics and the Environment: From Theory to Practice. By Inger Weibust 197 McGann, James G. and R. Kent Weaver, eds. Think Tanks and Civil Societies: Catalysts for Ideas and Action. By Andrew Rich 198 Nobles, Melissa. Shades of Citizenship: Race and the Census in Modern Politics. By Kim Williams 200 Alonso, Paula. Between Revolution and the Ballot Box: The Origins of the Argentine Radical Party. By Viviana Patroni 201 Lizée, Pierre P. Peace, Power and Resistance in Cambodia: Global Governance and the Failure of International Conflict Resolution; and Peou, Sorpong. Intervention and Change in Cambodia: Towards Democracy? By Irene V. Langran 203 Marples, David R. Belarus: A Denationalized Nation. By Alexander Danilovich 206 Beiner, Ronald and Wayne Norman, eds. Canadian Political Philosophy: Contemporary Reflections. By Bernard Yack 208 Dworkin, Ronald. Sovereign Virtue: The Theory and Practice of Equality. By Colin M. Macleod 210 Hurka, Thomas. Virtue, Vice, and Value. By Jason Kawall 212 Morris, Martin. Rethinking the Communicative Turn: Adorno, Habermas, and the Problem of Communicative Freedom. By Andollah Payrow Shabani 214 O'Sullivan, Noel, ed. Political Theory in Transition. By Cillian Mcbride 215 Plant, Raymond. Politics, Theology and History. By James E. Crimmins 217 Rynard, Paul and David Shugarman, eds. Cruelty and Deception: The Controversy over Dirty Hands in Politics. By Stewart Hyson 218 Sassoon, Anne Showstack. Gramsci and Contemporary Politics: Beyond Pessimism of the Intellect. By Shane Gunster 220 Wallach, John R. The Platonic Political Art: A Study of Critical Reason and Democracy. By Gregory Bruce Smith 222 Hardt, Michael and Antonio Negri. Empire. By Charles Tilly 224 Holden, Barry, ed. Global Democracy: Key Debates. By Kok-Chor Tan 225 Boniface, Pascal, sous la direction de. Morale et relations internationales. Par Marie-France Loranger 227 Jackson, Robert H. The Global Covenant: Human Conduct in a World of States. By Roger Epp 229
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 | 0.025 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.003 |
| Bibliometrics | 0.010 | 0.008 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.009 | 0.009 |
| Open science | 0.005 | 0.005 |
| Research integrity | 0.006 | 0.005 |
| Insufficient payload (model declined to judge) | 0.228 | 0.177 |
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".