Migrant domestic workers and family life : international perspectives
Bibliographic record
Abstract
1. Introduction: Domestic and Care Work of Migrant Women and the Right to Family life Maria Kontos Glenda Tibe Bonifacio I. FRAMING LEGALITIES, EMPLOYMENT, AND FAMILY RIGHTS 2. Transnational Domestic Work and Right to Family Life in International and European Law Dorothee Frings 3. Au pair Arrangement in Norway and Transnational Organization of Care Mariya Bikova 4. License to Care? Migrant Domestic Workers in Spanish Employment and Family Policy Elin Peterson 5. Invisibility, Exploitation and Paternalism: Migrant Latina Domestic Workers and Rights to Family Life in Barcelona, Spain Gabriela Poblet Denti II. PUBLIC DISCOURSE, FAMILY SEPARATION AND REUNIFICATION 6. Growing Up with Migration: Shifting Roles and Responsibilities of Transnational Families of Ukrainian Careworkers in Italy Olena Fedyuk 7. Family Rights in a Migratory Context: Whose Family Comes First? Magdalena Diaz Gorfinkiel 8. Live-in Caregivers in Canada: Servitude for Promisory Citizenship and Family Rights Glenda Tibe Bonifacio III. REMOTE MOTHERING, SURVIVAL STRATEGIES, AND MOBILIZATION 9. Reinventing Intimacy and Identity: Filipina Domestic Workers' Strategies for Coping with Family Separation in Dubai Julia Lausch 10. Renegotiating Family and Work Arrangements: Paraguayan and Peruvian Domestic Workers in Argentina Aranzazu Recalde 11. In the Grips of Work/Family Imbalance: Local and Migrant Domestic Workers in Slovenia Majda Hr enjak Mojca Pajnik 12. Transnational Family as Resource for Political Mobilization Valerie Francisco IV. THE METAPHOR OF 'FAMILY MEMBER' 13. Struggling to Make Time for Family: Work and Family Life of Korean-Chinese Institutional Care Workers in South Korea Seong-gee Um 14. Being a Member of the Family? Meanings and Implications in Paid Migrant Domestic and Care Work in Madrid Marianne Dobner Simone Tappert 15. 'Weekend families' of Migrant Domestic Workers in Lebanon Amrita Pande 16. Right to Family Life and Reciprocity of Care: Prospects for Care of Aging Migrant Carers Maria Kontos Epilogue: The Meaning of Rights to Family Life Glenda Tibe Bonifacio Maria Kontos
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.009 | 0.008 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.010 | 0.000 |
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".