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Record W2154420538 · doi:10.1177/0020715212468354

The legacies of partial possession: From agrarian struggle to neoliberal restructuring in Mexico and Colombia

2012· article· en· W2154420538 on OpenAlexvenueno aff
Jennifer Bair, Phillip A. Hough

Bibliographic record

VenueInternational Journal of Comparative Sociology · 2012
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture, Land Use, Rural Development
Canadian institutionsnot available
Fundersnot available
KeywordsAgrarian societyRestructuringNeoliberalism (international relations)Opposition (politics)PoliticsAgrarian reformLatin AmericansPolitical economyState (computer science)Land reformPolitical scienceDevelopment economicsEconomySociologyAgricultureEconomicsGeographyLaw

Abstract

fetched live from OpenAlex

How have communities in Latin America responded to neoliberal agrarian reforms? We address this question via an incorporated comparison of two regions affected by rural restructuring: La Laguna, Mexico and Viejo Caldas, Colombia. Prior to the introduction of market-led reforms, agricultural producers in both regions were heavily dependent on state support, yet in neither did they mobilize to resist neoliberal policies that were incompatible with the prevailing system of state-managed commercial agriculture. What explains this outcome? We argue that acquiescence to neoliberalism was, paradoxically, a legacy of agrarian unrest: In response to major mobilizations, historic land reforms were carried out in La Laguna and Viejo Caldas during the 1930s that created regional political economies organized around cotton and coffee, respectively. Over time, these economies evolved into regimes of ‘partial possession’ wherein the social reproduction of rural livelihoods came to depend on specific state institutions: the Ejido Bank in Mexico and Fedecafé in Colombia. We attribute the absence of organized opposition to neoliberal reforms in La Laguna and Viejo Caldas to the conservatizing political transformation that partial possession engendered. In so doing, we highlight the importance of regional histories in shaping popular responses to neoliberal restructuring across the variegated landscape of Latin America’s countryside.

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)0.002
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 score0.079
Threshold uncertainty score0.158

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.006
Scholarly communication0.0030.002
Open science0.0000.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.031
GPT teacher head0.297
Teacher spread0.265 · 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

Citations10
Published2012
Admission routes1
Has abstractyes

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Same venueInternational Journal of Comparative SociologySame topicAgriculture, Land Use, Rural DevelopmentFrench-language works237,207