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Record W4404614337 · doi:10.1007/s43621-024-00656-x

Soybean in Egypt: current situation, challenges, and future perspectives

2024· article· en· W4404614337 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

VenueDiscover Sustainability · 2024
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicSoybean genetics and cultivation
Canadian institutionsnot available
FundersChinese Academy of Agricultural SciencesChina Scholarship Council
KeywordsCurrent (fluid)Political scienceEngineering ethicsEnvironmental planningGeographyEngineeringElectrical engineering

Abstract

fetched live from OpenAlex

Soybean cultivation has emerged as a viable agricultural solution in Egypt, addressing challenges such as food security, import reliance, and economic diversification. This comprehensive review examines the current status, potential, and future perspectives of the soybean industry in Egypt. It traces the historical evolution of soybean farming, from its introduction in the twentieth century to its establishment as a prominent crop, particularly in the Nile Delta and Valley regions. The multifaceted applications of soybeans in Egypt, spanning animal feed, human food products, and industrial sectors, are highlighted. An in depth analysis of the harvested area, production, yield, and import dynamics reveals both progress and constraints. The review delves into the climatic suitability of Egypt for soybean cultivation, identifying favorable temperature ranges, sunlight exposure, and strategic irrigation practices. It also examines the challenges faced by Egyptian soybean farmers, including water scarcity, pest infestations, and competition from other crops. Strategies to enhance Egypt's soybean agriculture are proposed, emphasizing breeding programs focused on high yields, disease resistance, and abiotic stress tolerance. The pivotal role of genetic diversity in sustainable agriculture is underscored, and the strategic introduction of soybean varieties through international collaborations is advocated. The maturity group system is presented as a crucial tool for facilitating germplasm exchange and adaptation, enabling the importation of suitable varieties from major soybean-producing countries like China, the United States, Canada, Brazil, and Argentina. The review concludes by outlining future perspectives, emphasizing the need for continued research and development, water management solutions, innovative pest control strategies, sustainable agricultural practices, and market diversification to strengthen Egypt's soybean sector and ensure global competitiveness.

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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.898
Threshold uncertainty score0.157

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.015
GPT teacher head0.255
Teacher spread0.240 · 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