MétaCan
Menu
Back to cohort
Record W4413732169 · doi:10.1177/23996544251371441

‘Guardian Angels’: Essential work, conjunctural crises, and shifting sovereignty in COVID Quebec

2025· article· en· W4413732169 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueEnvironment and Planning C Politics and Space · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMigration and Exile Studies
Canadian institutionsConcordia University
FundersFonds de recherche du Québec
KeywordsGuardianCoronavirus disease 2019 (COVID-19)SovereigntyWork (physics)Pandemic2019-20 coronavirus outbreakPolitical scienceSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)LawVirologyMedicinePoliticsInfectious disease (medical specialty)EngineeringOutbreak

Abstract

fetched live from OpenAlex

This article critically examines the making of the ‘Guardian Angels’ program, a Canadian special immigration program for Asylum claimants working on the frontlines of the COVID-19 pandemic. The program was the product of community organizing and mediatized ‘essential worker’ discourse which resulted in contest over the terms of migrant inclusion. These debates were waged by migrant justice organizers, who called for “Status for All”, and the Federal and Quebec provincial governments each with their own plans. At first proposed as wide-spanning amnesty for migrant healthcare workers, the Guardian Angels program’s final form was restrictive and exclusionary. Based on our ethnographic work with Montreal’s Immigrant Workers Center, we analyze the program’s logics through a conjectural framework, centering the debates around two overlapping crises: First, the Trump-era rise in asylum-claimant land-border crossings at Roxham Road, and second, the pandemic public health crisis. These moments were seized on by Quebec Premier François Legault’s nationalist CAQ party to increase provincial immigration sovereignty in Canada’s federated immigration framework. We contend these goals were pushed through by bordering through the mechanism of status, a power which we argue is continuous with a broader assertion of territorial control that operates through selection powers.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.294
Threshold uncertainty score0.998

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 studies0.0000.000
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 head0.017
GPT teacher head0.284
Teacher spread0.267 · 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