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Record W4412822206 · doi:10.1007/978-3-031-95147-3_5

Protection and Charity: Refugeehood and Homelessness in North America in Historical Perspective

2025· book-chapter· en· W4412822206 on OpenAlexaffabout
Laura Madokoro

Bibliographic record

VenueIMISCOE research series · 2025
Typebook-chapter
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsCarleton University
Fundersnot available
KeywordsPerspective (graphical)Political scienceSociologyPublic administrationHistoryArtVisual arts

Abstract

fetched live from OpenAlex

Abstract In the late nineteenth century, there were so many people without permanent homes moving about the United States in search of refuge that they were sometimes described as the ‘wandering poor’. Today, many activist groups see the work around homelessness and refugeehood as conjoined. Yet the forms of charity and protection that have evolved to assist the unhoused are markedly different from forms of protection that have also emerged to address the movement of refugees and displaced persons across international borders. This chapter considers the historical interplay between homelessness and refugee protection in North America to investigate the contingencies and conceptual outlooks that shaped understandings of causality and care vis-à-vis people marked by different forms of transience and displacement. It considers the history of refuge in Canada and in the city of Montreal/Mooniyaang/Tiohtià:ke in particular, as a way of exploring the structural differences that inhibit aspirational notions of solidarity, inclusion, and participation for all.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.448
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.003
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 head0.112
GPT teacher head0.441
Teacher spread0.329 · 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.

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

Citations0
Published2025
Admission routes2
Has abstractyes

Explore more

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