MétaCan
Menu
Back to cohort
Record W4312375819 · doi:10.55365/1923.x2022.20.34

Recreational Opportunities through Agritourism Increases Relationships within Urban and Rural Communities in Western Balkan Societies

2022· article· en· W4312375819 on OpenAlexvenueno aff
Ermir Shahini, Eugen Skuraj, Fatbardh Sallaku, Shpend Shahini

Bibliographic record

VenueReview of Economics and Finance · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicDiverse Aspects of Tourism Research
Canadian institutionsnot available
Fundersnot available
KeywordsRural tourismDiversification (marketing strategy)RecreationTourismRural areaBusinessVariety (cybernetics)Economic growthMarketingGeographyTourism geographyPolitical scienceEconomics

Abstract

fetched live from OpenAlex

To achieve more economic diversification, the rural people are increasingly turning to tourism to supplement their incomes. This article examines rural agritourism in Western Balkan countries, emphasizing the management of structures and the diversification of services. A questionnaire survey was conducted with owners and managers of rural agritourism facilities in the Balkan countries, and the results were compiled into the final report. Rural agritourism is the principal activity for most of the questioned operators. Visitors are drawn to the region by the local cuisine and beverages, the many services available, the natural surroundings, and the beauty of the scenery. These are also the kind of resources that might be employed in the future to develop rural tourist activities. Agriculturebased rural tourism institutions offer a diverse variety of goods and services such as lodging and food, recreational activities, and the planning of festivals, particularly during the summer months. The majority of them provide cuisine that is characteristic of the area. They promote their products and services using a variety of channels and methods, including the internet, billboards, and advertising, but they also depend on client referrals. Balkan countries like Bosnia and Herzegovina have tremendous potential for growing rural tourism, which may open up new doors of opportunity for the country's rural districts, but this potential has gone mostly untapped. For rural tourism to reach its full potential, the public's support is essential. We will analyze the relationships agritourists have built-in both rural and urban setups using the data.

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 score0.828
Threshold uncertainty score0.771

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.108
GPT teacher head0.309
Teacher spread0.201 · 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

Citations10
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueReview of Economics and FinanceSame topicDiverse Aspects of Tourism ResearchFrench-language works237,207