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Record W4213444246 · doi:10.1080/24694452.2021.2003179

Urban Flight and Rural Rights in a Pandemic: Exploring Narratives of Place, Displacement, and “the Right to Be Rural” in the Context of COVID-19

2022· article· en· W4213444246 on OpenAlex
S. Ashleigh Weeden, Jean Hardÿ, Karen Foster

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueAnnals of the American Association of Geographers · 2022
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicRural development and sustainability
Canadian institutionsDalhousie UniversityUniversity of Guelph
Fundersnot available
KeywordsRuralityContext (archaeology)MobilitiesRural historyPoliticsRural areaPolitical scienceRural sociologyEconomic growthSociologyGeographyPolitical economyDevelopment economicsSocial scienceEconomicsLaw

Abstract

fetched live from OpenAlex

The COVID-19 pandemic has exacerbated many preexisting challenges facing rural communities and brought tensions in rural–urban relations closer to the surface. This article offers an explorative contribution to discussions in critical geography by comparing media narratives surrounding urban flight to rural places during the COVID-19 pandemic. Comparing field sites in rural Michigan (United States), Ontario (Canada), and the “Atlantic bubble” (Canada), we use an emerging theorization of the “right to be rural” to explore how urban flight and rural displacement are tied to concepts of community, identity, and safety. This approach is grounded in the political economy of rurality and emphasizes the power relations, inequalities, and historical contingencies that structure the experiences of full-time and part-time rural residents during the pandemic. Our exploratory discussion surfaces critical tensions in the geographically and socioeconomically uneven implications of the pandemic, including the “anxious economic acquiescence” experienced in many tourism-dependent rural regions and both the “hard” and “soft” ways in which rural regions responded to increased demands for access. We argue that the political economy of rural–urban relations is critical to understanding the social processes that will shape the “right to be rural” during and after COVID-19.

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)0.002
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 score0.109
Threshold uncertainty score0.868

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
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 head0.028
GPT teacher head0.273
Teacher spread0.246 · 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