Making people illegal: what globalization means for migration and law
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Not applicableConsensus signal: none
- Genre
- Candidate signal: ReviewConsensus signal: Review
- Teacher disagreement score
- 0.981
- Threshold uncertainty score
- 0.957
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.245 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
This book examines the relationship between illegal migration and globalization. Under the pressures of globalizing forces, migration law is transformed into the last bastion of sovereignty. This explains the worldwide crackdown on extra-legal migration and informs the shape this crackdown is taking. It also means that migration law reflects key facets of globalization and addresses the central debates of globalization theory. This book looks at various migration law settings, asserting that differing but related globalization effects are discernible at each location. The ‘core samples’ interrogated in the book are drawn from refugee law, illegal labor migration, human trafficking, security issues in migration law, and citizenship law. Special attention is paid to the roles played by the European Union and the United States in setting the terms of global engagement. The book’s conclusion considers what the rule of law contributes to transformed migration law. • Of interest across a range of disciplines, certainly not just law • Brings together questions that are often treated separately. e.g. refugee law, citizenship law, illegal labor migration etc. • Contributes to the field of globalization theory
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.
The record
- Venue
- Choice Reviews Online
- Topic
- European Criminal Justice and Data Protection
- Field
- Social Sciences
- Canadian institutions
- University of British Columbia
- Funders
- not available
- Keywords
- GlobalizationCitizenshipSovereigntyHegemonyPolitical scienceLawMythologyIrregular migrationRule of lawCriminal lawPolitical economySociologyCriminologyLaw and economicsHistoryEthnologyPolitics
- Has abstract in OpenAlex
- yes