MétaCan
Menu
Back to cohort
Record W4226150996 · doi:10.1017/s1744552322000015

In or against the state? Hospitality and hostility in homelessness charities and deportation practice

2022· article· en· W4226150996 on OpenAlexaff
Rachael Dobson, Sarah Turnbull

Bibliographic record

VenueInternational Journal of Law in Context · 2022
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsDeportationSociologyState (computer science)CitizenshipCorporate governanceSocial exclusionPublic administrationImmigrationPolitical scienceCriminologyLawPolitics

Abstract

fetched live from OpenAlex

Abstract This paper examines how deportation became a solution to rough sleeping in pre-Brexit England. It identifies relationships between the social regulation of vulnerable and marginalised adults, contemporary governance arrangements and bordering practices characteristic of Britain's ‘hostile environment’. Drawing on media reports and grey organisational literature, the focus of discussion is events across 2015–2018 in which three London-based charities were criticised for working with the Home Office to deport homeless migrants under its European Economic Area Administrative Removal policy. The overall tenor of criticism was that collaboration with the government compromised the organisations’ independence and charitable missions and aims. This diminished their capacity to both advocate for vulnerable adults and effectively challenge oppressive state practices. The paper observes how state and nonprofit relations structure institutional and socio-legal responses to marginalised and ‘othered’ adults through commissioning and contracting mechanisms. It demonstrates that the social and legal control of homeless migrants may be differently constituted by institutions delivering services in relation to citizenship, vulnerability and marginalisation. This analysis incorporates a broader appraisal of institutional motivations, values and beliefs in social welfare delivery, including the historic role of charitable agencies in the criminalisation of social welfare users. Taken together, the paper offers an interdisciplinary critique of the relationships between border control, neoliberal governance and the sociocultural and historic construction of homeless migrants.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.030
Threshold uncertainty score0.060

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0100.031
Scholarly communication0.0070.003
Open science0.0010.008
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0060.000

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 head0.049
GPT teacher head0.428
Teacher spread0.378 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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

Citations9
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Law in ContextSame topicHomelessness and Social IssuesFrench-language works237,207