Bibliographic record
Abstract
Ajzenstat, Janet, Paul Romney, Ian Gentles and William D. Gairdner, eds. Canada's Founding Debates. By Alan Cairns 847 Lazar, Harvey, ed. Canada: The State of the Federation 1999/2000: Toward a New Mission Statement for Canadian Fiscal Federalism. By Hugh Mellon 848 Mouchon, Jean. La politique sous l'influence des médias; Monière, Denis. Démocratie médiatique et représentation politique: analyse comparative de quatre journaux télévisés : Radio-Canada, France 2, RTBF (Belgique) et TSR (Suisse); et Gingras, Anne-Marie. Médias et démocratie. Le grand malentendu. Par Maud Vuillardot 850 Livingstone, D. W., D. Hart and L. E. Davie. Public Attitudes towards Education in Ontario 1998: The Twelfth OISE/UT Survey; and O'Sullivan, Edmund. Transformative Learning: Educational Vision for the 21st Century. By Benjamin Levin 853 Perrier, Yvan et Raymond Robert. Savoir Plus : outils et méthodes de travail intellectuel. Par Veronique Bell 855 Salazar, Debra J. and Donald K. Alper, eds. Sustaining the Forests of the Pacific Coast: Forging Truces in the War in the Woods. By Jeremy Rayner 856 DeLuca, Kevin Michael. Image Politics: The New Rhetoric of Environmental Activism. By Michael Howlett 857 Beem, Christopher. The Necessity of Politics: Reclaiming American Public Life. By Loralea Michaelis 858 Kennedy, Moorhead, R. Gordon Hoxie and Brenda Repland, eds. The Moral Authority of Government: Essays to Commemorate the Centennial of the National Institute of Social Sciences. By Joseph M. Knippenberg 860 Atkinson, Hugh and Stuart Wilks-Heeg. Local Government from Thatcher to Blair: The Politics of Creative Autonomy. By G. W. Jones 862 Geoghegan, Patrick M. The Irish Act of Union: A Study in High Politics, 1798-1801. By Gary Owens 863 Sabetti, Filippo. The Search for Good Government: Understanding the Paradox of Italian Democracy. By Grant Amyot 864 Stein, Eric. Thoughts from a Bridge: A Retrospective of Writings on New Europe and American Federalism. By Manuel Mertin 866 Janos, Andrew C. East Central Europe in the Modern World: The Politics of the Borderlands from Pre- to Post-Communism. By Paul G. Lewis 869 Higley, John and Gyorgy Lengyel, eds. Elites after State Socialism: Theories and Analysis. By Marta Dyczok 870 Lomnitz, Larissa Adler and Ana Melnick. Chile's Political Culture and Parties: An Anthropological Explanation. By Ken Roberts 872 Itzigsohn, José. Developing Poverty: The State, Labor Market Deregulation, and the Informal Economy in Costa Rica and the Dominican Republic. By Andrew Schrank 873 Davenport, Rodney and Christopher Saunders. South Africa: A Modern History. By Hermann Giliomee 875 Matthes, Melissa M. The Rape of Lucretia and the Founding of Republics. By Lori J. Marso 877 Gorham, Eric B. The Theater of Politics: Hannah Arendt, Political Science, and Higher Education. By Herman van Gunsteren 878 Dodd, Nigel. Social Theory and Modernity. By J. C. Myers 879 Sciabarra, Chris Matthew. Total Freedom: Toward a Dialectical Libertarianism. By Paul Safier 881 Sztompka, Piotr. Trust: A Sociological Theory. By Fiona M. Kay 882 Laugier, Sandra. Recommencer la philosphie. La philosophie américaine aujourd'hui. Par Dalie Giroux 884 Bishop, John Douglas, ed. Ethics and Capitalism. By Raino Malnes 886 Orend, Brian. War and International Justice: A Kantian Perspective. By Howard Williams 888 Buchanan, Allen, Dan W. Brock, Norman Daniels and Daniel Wikler. From Chance to Choice: Genetics and Justice. By Travis D. Smith 889 Young, Iris Marion. Inclusion and Democracy. By Jeff Spinner-Halev 891 Shapiro, Ian and Stephen Macedo, eds. Designing Democratic Institutions. By John S. Dryzek 893 O'Brien, Robert, Anne Marie Goetz, Jan Aart Scholte and Marc Williams. Global Governance: Multilateral Economic Institutions and Global Social Movements. By Stephen McBride 894 Giddens, Anthony. Runaway World: How Globalization Is Reshaping Our Lives. By Trevor Salmon 896 Haglund, David G., ed. Pondering NATO's Nuclear Options: Gambits for a Post-Westphalian World. By T.V. Paul 897 Bertsch, Gary K. and William C. Potter, eds. Dangerous Weapons, Desperate States: Russia, Belarus, Kazakstan, and Ukraine. By Benjamin E. Goldsmith 898 Shlaim, Avi. The Iron Wall: Israel and the Arab World. By Salim Mansur 900 Aldecoa, Francisco and Michael Keating, eds. Paradiplomacy in Action: The Foreign Relations of Subnational Governments. By Hans J. Michelmann 901 Davis, James W. Threats and Promises: The Pursuit of International Influence. By David Rousseau 903 Lavoy, Peter R., Scott D. Sagan and James J. Wirtz, eds. Planning the Unthinkable: How New Powers Will Use Nuclear, Biological, and Chemical Weapons. By Greg Dinsmore 905
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 | 0.041 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.003 |
| Bibliometrics | 0.010 | 0.008 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.008 | 0.009 |
| Open science | 0.006 | 0.004 |
| Research integrity | 0.007 | 0.006 |
| Insufficient payload (model declined to judge) | 0.211 | 0.147 |
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".