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Record W1587129029 · doi:10.1515/9780822391340-009

6. Engulfed: Indian Guest Workers, Bahraini Citizens, and the Structural Violence of the Kafala System

2020· book-chapter· en· W1587129029 on OpenAlexaboutno aff
Andrew Gardner

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsBusiness

Abstract

fetched live from OpenAlex

"This important collection examines deportation as an increasingly global mechanism of state control. Anthropologists, historians, legal scholars, and sociologists consider not only the physical expulsion of noncitizens, but also the social discipline and labour subordination resulting from deportability, the threat of forced removal. They explore practices and experiences of deportation in regional and national settings from the U.S.-Mexico border to Israel, and from Somalia to Switzerland. They also address broader questions, including the ontological significance of freedom of movement; the historical antecedents of deportation, such as banishment and exile; and the development, entrenchment, and consequences of organizing sovereign power and framing individual rights by territory. Whether investigating the power that individual and corporate sponsors have over the fate of foreign labourers in Bahrain, the implications of Germany's temporary suspension of deportation orders for pregnant and ill migrants, or the significance of the detention camp, the contributors reveal how deportation reflects and reproduces notions about public health, racial purity, and class privilege. They also provide insight into how deportation and deportability are experienced by individuals, including Arabs, South Asians, and Muslims in the United States. One contributor looks at asylum claims in light of an unusual anti-deportation campaign mounted by Algerian refugees in Montreal; others analyze the European Union as an entity specifically dedicated to governing mobility inside and across its official borders. Addressing urgent issues related to human rights, international migration, and the extensive security measures implemented by nation-states since September 11, 2001." -- Back cover.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.880
Threshold uncertainty score0.727

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.009
GPT teacher head0.227
Teacher spread0.218 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreOther

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".

Quick stats

Citations25
Published2020
Admission routes1
Has abstractyes

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