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Record W4210631515 · doi:10.3389/fcomm.2022.755994

Gender in the World Food Economy: Inequitable Transformation of Haiti’s Food Economy

2022· article· en· W4210631515 on OpenAlexafffund
Jennifer Vansteenkiste

Bibliographic record

VenueFrontiers in Communication · 2022
Typearticle
Languageen
FieldHealth Professions
TopicFood Security and Health in Diverse Populations
Canadian institutionsWilfrid Laurier UniversityBalsillie School of International Affairs
FundersSocial Sciences and Humanities Research Council of CanadaInternational Development Research Centre
KeywordsFood securityFood systemsScholarshipIdeologyEmpowermentAgrarian societyPolitical sciencePrivilege (computing)AgriculturePolitical economyEconomicsEconomic growthPoliticsGeographyLaw

Abstract

fetched live from OpenAlex

Over the past five decades, agricultural trade liberalization and integration into the global food system have undermined gender equality, women’s empowerment, and food security in Haiti. International actors who design agricultural policies are aware of gendered contributions to Haitian food security, yet ignore this knowledge to privilege an ideological belief that trade liberalization and structural adjustment programs will advance gender equality. I argue that agriculture and food policies must treat gender roles and responsibilities as constitutive to the solution by recognizing their critical contribution to the structure of Haitian agrarian society and accordingly food security. I advance this claim by analyzing scholarly literature, institutional documents, and interviews with interlocutors ( n = 292) from rural, peri-urban, and urban settings across Haiti to document how: 1) dominant narratives support an ideological belief that trade liberalization will advance gender equality; 2) integration of Haiti’s local food economy into the world food economy demands the reorientation of gendered labour; 3) women must participate in a system that while purporting to improve food security, ultimately diminishes their nutrition and social, economic and political wellbeing. This research documents that policies designed to globalize Haiti’s food economy on the premise of improving food security actually force women to abandon agricultural production and intensify their labour in less lucrative distribution and consumption roles of imported goods. This analysis documents that the transition ultimately reifies gender inequalities, heighten food insecurity, and contributes to feminist food scholarship.

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)0.002
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.711
Threshold uncertainty score0.787

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 studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.176
GPT teacher head0.397
Teacher spread0.221 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations4
Published2022
Admission routes2
Has abstractyes

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