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Record W4404301309 · doi:10.33540/2577

A rural(–urban) perspective:

2024· dissertation· en· W4404301309 on OpenAlexaff
Julia Ramona Spanier

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicRural development and sustainability
Canadian institutionsInstitute on Governance
Fundersnot available
KeywordsPerspective (graphical)Environmental planningGeographyComputer scienceArtificial intelligence

Abstract

fetched live from OpenAlex

This PhD thesis explores the role of agricultural grassroots initiatives (AGIs) in societal transformations away from the capitalist status quo. AGIs are bottom-up, small-scale alternatives that exist within (and in opposition to) the dominant industrial agri-food system. In the thesis, they are not only considered for their role in the transformation of the agri-food system, but of capitalist society at large. They are thereby perceived both as safe environments within which post-capitalist ways of relating to each other and the environment can be experimented with, and as actors who engage with their outside world and initiate or fight for political changes. Specifically, this thesis embeds these initiatives and their engagement for societal change in their rural–urban geographies. It focuses on the ways in which their actions are contextualised by rural and urban space, and investigates how they transform rural-urban dynamics: how AGIs change the relationship between countryside and city, and how they may initiate progressive, post-capitalist transformations in villages and rural regions. Empirically, the thesis explores the case of community-supported agriculture (CSA) in Germany. CSA is a type of small-scale farming that relies on a direct linkage between producers and consumers. Consumers share the costs and risks of a farm and in return receive a share of the harvest. Often, these initiatives stretch across culturally defined rural-urban boundaries, connecting rural or peri-urban producers to predominantly urban members. Amongst others, the thesis finds that CSAs have the potential to nurture material solidarity and care between rural producers and urban consumers, and may even facilitate encounters between rural and urban communities that go beyond the exchange of food. It also finds that CSAs may partake in the transformation of rural places, encouraging alternative, post-capitalist practices and politics in villages or contributing to the revitalisation of social and cultural life in the countryside. At the same time, the thesis illuminates that none of these potentials are automatically realised through the mere structure of a CSA. Not all CSAs automatically contribute to the local politics in their villages, and not all CSAs entail meaningful rural–urban encounters: They may, under some conditions, even CSAs (re)produce disharmonious relations between city and countryside. Overall, the thesis illustrates the importance of rural–urban collaborations and alliances for progressive, post-capitalist societal change, stressing the potential of hybrid, rural–urban initiatives—such as CSAs—in facilitating these alliances. While identifying, through the case of a possible alliance between the degrowth movement and the CSA movement, several challenges and hindrances to such alliances, the thesis emphasises their relevance at a time of multiple socio-ecological crises and a rising far right.

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)0.001
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.019
Threshold uncertainty score0.064

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0050.011
Scholarly communication0.0070.007
Open science0.0010.005
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0190.002

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 head0.008
GPT teacher head0.244
Teacher spread0.236 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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