Bibliographic record
Abstract
CLARKSON, STEPHEN. Uncle Sam and US: Globalization, Neoconservatism, and the Canadian State. By W. Andy Knight 899 WALLOT, JEAN-PIERRE, sous la direction de. La Commission Pepin-Robarts quelque vingt ans aprés. Le débat qui n'a pas eu lieu. Par Simon Langois 900 MARTIN, MICHEL, dir. Andrée Ferretti : La passion de l'engagement. Discours et textes (1964-2001). Par Denyse Côté 902 ABU-LABAN, YASMEEN and CHRISTINA GABRIEL. Selling Diversity: Immigration, Multiculturalism, Employment Equity, and Globalization. By Leslie A. Pal 905 HALE, GEOFFREY, The Politics of Taxation in Canada. By Michael J. Prince 906 NOLIN, PIERRE CLAUDE, Président. Le cannabis. Rapport du Comité spécial du Sénat sur les drogues illicites. Par Line Beauchesne 907 TARDY, ÉVELYNE. Les femmes et les conseils municipaux du Québec. Par Jocelyne Praud 909 PERL, ANTHONY. New Departures: Rethinking Rail Passenger Policy in the Twenty- First Century. By Dan Madar 912 FREITAG, MICHEL, avec la collaboration d'Yves Bonny. L'oubli de la société : Pour une théorie critique de la postmodernité. Par Ulric Deschênes 913 BERNSTEIN, STEVEN. The Compromise of Liberal Environmentalism. By Matthew Paterson 915 LEISS, WILLIAM. In the Chamber of Risks: Understanding Risk Controversies. By James Tansey 916 THÉRET, BRUNO. Protection sociale et fédéralisme. L'Europe dans le miroir de l'Amérique du Nord. Par Daniel Béland 917 DELWIT, PASCAL, dir. Libéralismes et partis libéraux en Europe. Par Vincent Lemieux 920 DRIVER, STEPHEN AND LUKE MARTELL. Blair's Britain. By Alexandra Dobrowolsky 921 PALIER, BRUNO. Gouverner la Sécurité sociale. Par Jacinthe Michaud 922 HOOK, GLENN D., JULIE GILSON, CHRISTOPHERW. HUGHES AND HUGO DOBSON. Japan's International Relations: Politics, Economics and Security. By Tsuyoshi Kawasaki 927 CHAPPELL, LOUISE A. Gendering Government: Feminist Engagement with the State in Australia and Canada. By Jill Vickers 929 BALDEZ, LISA. Why Women Protest: Women's Movements in Chile. By Susan Franceschet 930 HAYES, MICHAEL T. The Limits of Policy Change: Incrementalism, Worldview, and the Rule of Law. By Andrea Migone 931 GAGNON, BERNARD. La philosophie morale et politique de Charles Taylor. Par Benoît Dubreuil 933 MOSCHONAS, GERASSIMOS, Trans. GREGORY ELLIOT. In the Name of Social Democracy: The Great Transformation: 1945 to the Present; and PIERSON, CHRISTOPHER. Hard Choices: Social Democracy in the 21st Century. By David Laycock 935 STANKIEWICZ, W. J. The Essential Stankiewicz: On the Importance of Political Theory. By Herminio Meireles Teixeira 937 BLATTBERG, CHARLES. From Pluralist to Patriotic Politics: Putting Practice First. By Simone Chambers 940 JANARA, LAURA, Democracy Growing Up: Authority, Autonomy, and Passion in Tocqueville's Democracy in America. By Catherine A. Holland 941
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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 | 0.027 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.010 | 0.008 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.010 | 0.009 |
| Open science | 0.006 | 0.005 |
| Research integrity | 0.006 | 0.005 |
| Insufficient payload (model declined to judge) | 0.349 | 0.295 |
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".