Globalization and society : processes of differentiation examined
Bibliographic record
Abstract
Acknowledgments Introduction: Rethinking the Impact of Globalization Processes-Differentiation As Well As Convergence by Raymond Breton and Jeffrey G. Reitz International Relations Trends in Inequality: Toward a World-Systems Analysis by Roberto Patricio Korzeniewicz, Timothy P. Moran, and Angela Stach U.S. Foreign Policy and the Foundations of World Order by Louis W. Pauly Cosmopolitan Ghosts and Resistance Communities: Quebec City's Sumit of the Americas and the Making of Transnational Subjects by AndRE C. Drainville Labor Relations and Social Inequality Globalization and the Great U-Turns: Income Inequality Trends in 16 OECD Countries by Arthur S. Alderson and Francois Nielsen Workplace Change in the New Economy: Getting Lean and Flexible by James Rinehart Reviving the Labor Movement: Rank-and-File Mobilization in the United States, Britain, and Germany by Lowell Turner Culture and Social Values Technological Change, Cultural Change, and Democracy by Ronald Inglehart Politics versus Markets: A Note on the Uses of Double Standards by Axel van den Berg Religions in Global Society: Transnational Resource and Globalized Category by Peter Beyer Information and Knowledge Institutions Science, Technology, Education, and Economy in Centers and Peripheries by Thomas Schott Reinventing Birmingham, England, in a Globalized Information Economy by Frank Webster The Penetration of Profit Taking in Higher Education and Academic Freedom by Sheila Slaughter Nationalism and Migration, Ethnicity and Language Migration and Community Formation under Conditions of Globalization by Stephen Castles Educational Expansion and the Employment Success of Immigrants in the United States and Canada, 190-90 by Jeffrey G. Reitz Nationalism and the New Economy by John A. Hall Politics and Democratic Representation Changing Citizenship Regimes in Western Europe by Jane Jenson Some Political Consequences of Economic Globalization by Albert Breton The Future of the Welfare State: Crisis Myths and Crisis Realities by Francis G. Castles Index Contributors
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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.003 | 0.020 |
| Scholarly communication | 0.008 | 0.011 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.001 |
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".