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Record W2993083752 · doi:10.18357/bigr11201919265

Making Precarious: The Construction of Precarity in Refugee and Migrant Discourse

2019· article· en· W2993083752 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueBorders in Globalization Review · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsPrecarityNormativeState (computer science)QueerSociologyRefugeeGender studiesPolitical scienceLaw

Abstract

fetched live from OpenAlex

In popular media, and sometimes even in academia, people in movement across borders are described as “precarious”; their lives are precarious, their journeys are precarious, their existence is one of precarity. Yet, precarity is not—and never has been—an emergent property of people or their actions. Precarity is a function of the state. It is the state which defines precarity through policy, action (and inaction), and which inscribes that precarity onto those bodies it wishes to regulate. By attaching the label of precarity to migrants and refugees, rather than by describing the actions of states as “making precarious,” discourse obfuscates the disciplinary and normative powers of the state, both at its borders and throughout its area of control. By examining the experiences of non-binary, queer, and trans migrants at Canadian points of entry, and through a critical examination of the literature surrounding the concept of precarity, this paper argues that state interactions with vulnerable people in motion across borders constitute a claims-making process by which bodies are a) made precarious, and b) made into objects for moral regulation and discipline. Bodies in motion across borders are an empirical reality, but their precarity is constructed, reified by the state, and their existence subject to a normative discourse which paints them as threats to be regulated or repelled, or objects of humanitarian concern.

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.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.910
Threshold uncertainty score0.968

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.018
GPT teacher head0.368
Teacher spread0.349 · 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