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ANALYSIS OF GLOBAL CHICKPEAS TRADE: PROSPECTS FOR UKRAINIAN AGRIBUSINESS IN THE CONTEXT OF PRODUCTION AND EXPORT OF NICHE CROPS

2024· article· en· W4400122978 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueBioeconomics and agrarian business · 2024
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture and Biological Studies
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)AgribusinessUkrainianProduction (economics)BusinessAgricultural economicsExport performanceCropInternational marketWorld marketInternational tradeGeographyEconomyEconomicsAgricultureForestry

Abstract

fetched live from OpenAlex

The article examines trends in global production and trade of chickpeas, analyzes the dynamics of Ukraine's export-import operations in this segment, and outlines the prospects for increasing the export of culture by domestic agribusiness. It is noted that over the past decade, the world market of chickpeas has been characterized by a tendency to increase its capacity due to the growth in demand for the crop, caused by the spread of various types of vegetarianism, concepts of healthy nutrition, the development of the chickpea protein market, etc. The dynamics and structure of global chickpea production by country as of 2022 were analyzed. It was found that the top five importers of chickpeas are Pakistan, Bangladesh, the United Arab Emirates, Turkey and India. Ukraine ranks 24th in the world ranking of chickpea exporters. It was noted that among all leguminous crops, chickpea production was the most affected by the war in Ukraine, as it is grown mainly in Odesa, Kharkiv and Kirovohrad regions. In 2022, the volume of crop supply to foreign markets was almost 5 times smaller compared to the previous period. It was revealed that the main buyers of Ukrainian chickpeas are Turkey, Saudi Arabia and Israel, in 2022 more than half (52.4%) of all exports were sold to these countries. It was established that the countries of the European Union import an average of 150,000 tons of chickpeas annually, mainly from Mexico, Turkey, Canada, Argentina and the USA. Attention is focused on the forecast of the global chickpea market capacity. It is noted that the dynamics of growth in the capacity of the world and European market of chickpeas, in particular, creates prospects for foreign trade in crops for Ukrainian agricultural producers, which is important from the standpoint of niche diversification of agribusiness.

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)0.000
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 score0.225
Threshold uncertainty score0.163

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.021
GPT teacher head0.221
Teacher spread0.200 · 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