Bibliographic record
Abstract
COURTNEY, JOHN C. Commissioned Ridings: Designing Canada's Electoral Districts. By Jennifer Smith 1075 HIEBERT, JANET L. Charter Conflicts: What is Parliament's Role? By Matthew Hennigar 1076 COTÊ, ROCH ET MICHEL VENNE, sous la direction de. L'annuaire du Québec 2003. Par Marc Chevrier 1078 SROKA, GHILA. Où va le Québec? Par Christine Bout De L'An 1080 HOBERG, GEORGE, ed. Capacity for Choice. By Noemi Gal-Or 1081 MCFARLANE, LAWRIE AND CARLOS PRADO. The Best-Laid Plans. Health Care's Problems and Prospects. By Tamara Daly 1083 FUDGE, JUDY AND ERIC TUCKER. Labour before the Law: The Regulation of Workers' Collective Action in Canada, 1900-1948. By Greg Albo 1084 CHIPMAN, JOHN G. A Law unto Itself: How the Ontario Municipal Board Has Developed and Applied Land Use Planning Policy. By David Siegel 1087 HART, MICHAEL. A Trading Nation: Canadian Trade Policy from Colonialism to Globalization. By John Kirton 1088 MORTON, DESMOND. Understanding Canadian Defence. By Alistair D. Edgar 1090 JOYAL, ANDRÈ. Le développement local. Comment stimuler l'économie des régions en difficulté. Par Guy Chiasson 1091 ROTHSTEIN, BO AND SVEN STEINMO, eds. Restructuring the Welfare State: Political Institutions and Policy Change. By Andrew F. Johnson 1093 BACCIGALUPO, ALAIN. Police et droits de l'homme : droit pénal comparé Canada- France. Par Richard Dubé 1094 CARTIER, MICHEL. Les groupes d'intéret et les collectivités locales. Une interface entre le citoyen et l'État. Par Andrée Fortin 1097 CAPLOW, THEODORE, ed. Leviathan Transformed: Seven National States in the New Century. By Eric Langenbacher 1098 BROOKS, STEPHEN, ed. The Challenge of Cultural Pluralism. By Yasmeen Abu-Laban 1100 SMITH, T. ALEXANDER AND RAYMOND TATALOVICH. Cultures at War: Moral Conflicts in Western Democracies. By Matthew Mendelsohn 1101 SCHULTZE, RAINER-OLAF, ROLAND STURM AND DAGMAR EBERLE, eds. Conservative Parties and Right-Wing Politics in North America: Reaping the Benefits of an Ideological Victory? By Bruce Foster 1102 LUTHER, KURT RICHARD AND FERDINAND MULLER-ROMMEL, eds. Political Parties in the New Europe: Political and Analytical Challenges. By Gretchen MacMillan 1104 REVEL, JEAN-FRANÇOIS. L'obsession anti-américaine. Son fonctionnement, ses causes, ses conséquences. Par Yves Laberge 1106 TEICHMAN, JUDITH A. The Politics of Freeing Markets in Latin America: Chile, Argentina and Mexico. By Jean F. Mayer 1108 ROSECRANCE, RICHARD AVEC BERTRAND BADIE, PIERRE HASSNER ET PIERRE DE SENARCLENS. Débat sur l'État virtuel. Par Jean-François Thibault 1110 ARCHARD, DAVID AND COLIN M. MACLEOD, eds. The Moral and Political Status of Children. By Jean Bethke Elshtain 1112 HOLLAND, NANCY J. AND PATRICIA HUNTINGTON, eds. Feminist Interpretations of Martin Heidegger. By Leslie Paul Thiele 1114 VILLA, DANA. Socratic Citizenship. By Carol McNamara 1116
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 | 0.006 | 0.044 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.003 |
| Bibliometrics | 0.011 | 0.009 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.010 | 0.009 |
| Open science | 0.007 | 0.005 |
| Research integrity | 0.009 | 0.006 |
| Insufficient payload (model declined to judge) | 0.279 | 0.240 |
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".