Organizing the transnational : labour, politics, and social change
Bibliographic record
Abstract
Acknowledgments Introduction / Luin Goldring and Sailaja Krishnamurti Part 1: Institutions, Policies, and Identities 1 State and Media Construction of Transnational Communities: A Case Study of Recent Migration from Hong Kong to Canada / Myer Siemiatycki and Valerie Preston 2 Emerging Postnational Citizenships in International Law: Implications for Transnational Lives and Organizing / Susan J. Henders 3 Transnational Nationalism: Sri Lankan Tamils in Canada / Sarah V. Wayland 4 Demystifying Transnationalism: Canadian Immigration Policy and the Promise of Nation Building / Uzma Shakir 5 On Tim Hortons and Transnationalism: Negotiating Canadianness and the Role of Activist/Researcher / Leela Viswanathan Part 2: States, Transnational Labour, and Diasporic Capital 6 Globalizing Work, Globalizing Citizenship: Community-Migrant Worker Alliances in Southwestern Ontario / Kerry Preibisch 7 Forcing Governments to Govern in Defence of Noncitizen Workers: A Story about the Canadian Labour Movement's Alliance with Agricultural Migrants / Stan Raper 8 Transnationalism, Development, and Social Capital: Tamil Community Networks in Canada / R. Cheran 9 Dancing Here, Living There: Transnational Lives and Working Conditions of Latina Migrant Exotic Dancers / Gloria Patricia and Diaz Barrero 10 Transnational Work and the Labour Politics of Gender: A Study of Male and Female Mexican Migrant Workers Employed in Canada / Ofelia Becerril 11 Development and Diasporic Capital: Nonresident Indians and the State / Pablo S. Bose Part 3: Transnational Organizing and Social Change 12 The Institutional Landscapes of Salvadoran Refugee Migration: Transnational and Local Views from Los Angeles and Toronto / Patricia Landolt 13 The South Asia Left Democratic Alliance: The Dilemmas of a Transnational Left / Aparna Sundar 14 Transnationalism and Political Participation among Filipinos in Canada / Philip F. Kelly 15 Transnational Organizing in the Americas / Rusa Jeremic 16 The Challenges of Extraterritorial Participation: Peru's Advisory Councils for Peruvians Abroad / Gaby Motta and Carlos Enrique Terry (with Luin Goldring) Conclusion / Sailaja Krishnamurti and Luin Goldring References Contributors Index
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.022 | 0.044 |
| Scholarly communication | 0.017 | 0.007 |
| Open science | 0.001 | 0.010 |
| Research integrity | 0.002 | 0.003 |
| 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".