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Record W4281673340 · doi:10.18280/ijsdp.170309

Tourism and Ethnodevelopment: Female Contribution in Rural Community-Based Agritourism

2022· article· en· W4281673340 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.

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

VenueInternational Journal of Sustainable Development and Planning · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicSMEs Development and Digital Marketing
Canadian institutionsnot available
Fundersnot available
KeywordsEmpowermentDiversification (marketing strategy)Ethnic groupLivelihoodRural tourismEconomic growthAgricultureTourismRural areaFocus groupIndigenousSocial capitalSocioeconomicsGeographyBusinessPolitical scienceMarketingSociologyTourism geographyEconomicsSocial science

Abstract

fetched live from OpenAlex

The ethnodevelopment emphasizes cultural dimension as identity form, the encouragement of local and marginalized groups in decision-making, and the crucial role of the indigenous knowledge and skill to sustain local livelihood. In contrast, females in rural areas have the same potential as men. It is then necessary to empower females with many ethnic backgrounds as farmers. The Women Farmers Group is a forum consisting of women engaged in agricultural activities within various ethnic groups. In addition, females expect to play a role in economic empowerment to achieve financial independence and build their territory. This research uses a qualitative perspective to illustrate Community Based Agritourism, which dominated ethnic lives in two rural areas of the Pesawaran Regency, and the female characteristics among farmers groups to promote the territory by linking social capital from many stakeholders. Agritourism initiates the diversification of agriculture products and supports the revitalization of rural areas. It is also an important instrument to improve the social status of the female. Both local and national levels in agritourism development need to promote female contributions. The assistance of Women in economic empowerment requires solid institutional support. Furthermore, it emphasizes state institutions as the key players in agritourism development.

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)0.004
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.470
Threshold uncertainty score0.754

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
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 head0.020
GPT teacher head0.288
Teacher spread0.268 · 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