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Record W3015814989 · doi:10.5539/jas.v12n5p57

The System of Land Ownership and Its Effect on Agricultural Production: The Case of Ghana

2020· article· en· W3015814989 on OpenAlex
Inez Naaki Vanderpuye, Samuel Antwi Darkwah, I. Živělová

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.

venuePublished in a venue whose home country is Canada.
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

VenueJournal of Agricultural Science · 2020
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicLand Rights and Reforms
Canadian institutionsnot available
Fundersnot available
KeywordsInheritance (genetic algorithm)Property rightsLand tenureAgricultureNatural resourceBusinessProduction (economics)Land lawAgricultural productivityAgricultural landEconomic growthHuman capitalAgricultural economicsSample (material)Capital (architecture)Natural resource economicsDevelopment economicsGeographyEconomicsPolitical scienceLaw

Abstract

fetched live from OpenAlex

Most African continents have pressing issues on individual rights to property and natural resources, given the relatively poor economic conditions and the belief of personal ownership to a property right (Joireman, 2008). Ghana, like many African countries like Mozambique and Uganda, have laws to the right of property that is the traditional system of land rights. Most of the African countries depend on the large share of natural capital from the natural resources for the economic growth of the country. Some emerging economies can have sustained economic growth due to their reliance on natural resources such as oil and gas. This paper investigates property rights, land ownership, and land inheritance and their effect on agricultural production in Ghana. To undertake this research, a sample of 35 respondents were analysed using the SPSS software. The analysis was based on characteristics such as gender, age, and educational level of the respondents. The research results indicate that men inherit more than women, and family ownership is the most popular type of land inheritance in Ghana. Also, people with a lower level of education are likely to inherit the land and own land. Finally, the patrilineal system is the most popular system of inheritance in Ghana.

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)0.001
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: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.788
Threshold uncertainty score0.547

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 science0.0000.000
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 head0.017
GPT teacher head0.208
Teacher spread0.191 · 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