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Record W2955620237 · doi:10.4236/jss.2019.76016

Six Decades of the Second Food Regime in Iran, the Trajectory of Iranian National Food Regime

2019· article· en· W2955620237 on OpenAlexaff
Mozhdeh Babagoli, Satoshi Ikeda

Bibliographic record

VenueOpen Journal of Social Sciences · 2019
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture, Land Use, Rural Development
Canadian institutionsConcordia University
Fundersnot available
KeywordsSanctionsEconomic sanctionsInternational tradeLiberalizationAgriculturePoliticsEconomicsPolitical scienceDevelopment economicsEconomyInternational economicsMarket economyGeographyLaw

Abstract

fetched live from OpenAlex

Since the 1980s, international corporations have curtailed the autonomy of national states and have developed a new form of global food regime. Although the nouvelle regime promoted a new level of economic exploitation of the Global South, there are still some countries which resist the globalist corporations’ penetration into their economies. This paper argues that the Iranian economy, due to a variety of reasons which were not necessarily endogenous, such as international sanctions, could not have been conquered by corporations. The Iranian revolutionary regime which had come up with the slogans of “Achieving Self-Sufficiency” and “Standing against Global Imperialism,” stepped towards liberalization and privatization in less than ten years. However, the political sensitivity of food, as well as various forms of sanctions against Iran, did not provide the possibility of complete integration of Iranian food sector into the global free trade system. Even the IMF’s prescription of economic reform did not lead to much deregulation, and just expanded the quasi-state sector of the Iranian economy. Therefore, the national regime, which is an evolved form of the former food regime, still overshadows the agricultural economy of Iran. The recent post-deal era also does not seem to bring a serious threat to the Iranian national food regime.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.001

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 head0.046
GPT teacher head0.262
Teacher spread0.216 · 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 designNot applicable
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
Published2019
Admission routes1
Has abstractyes

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