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Record W4389153511 · doi:10.18280/ijsdp.181111

Urban Spatial Management Strategy: Transforming Slums into Tourist Attractions in Bantarsari Bungursari Village, Tasikmalaya District

2023· article· en· W4389153511 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 · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsnot available
Fundersnot available
KeywordsTourismEnvironmental planningGeographyBusiness

Abstract

fetched live from OpenAlex

The high rate of population growth has caused many problems, one of which is the increase in slum areas which has resulted in a decline in environmental quality, residents' health, and the level of welfare of local residents.So a mature strategy is needed from and involving the community to overcome these problems, both through the development and promotion of agricultural and tourism products.This research aims to identify the potential of slum areas to become tourist villages, one of which is in Bantarsari Bungursari Village, Tasikmalaya City, and reveal the strategies and potential of rural areas in supporting slum areas to become tourist attractions.Data collection used a qualitative descriptive method by asking the community directly about the strategies used to transform slum areas into tourist areas.The research results show that the potential of the tourist village area is natural physical potential in the form of geographical factors that support rural tourism, namely agrotourism and house-building characteristics as well as socio-cultural potential in the form of friendly habits of local residents and good service to tourists.It can be concluded that slum area management can be carried out through the natural physical and socio-cultural potential of the community.

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)0.002
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.253
Threshold uncertainty score0.757

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
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 head0.019
GPT teacher head0.306
Teacher spread0.287 · 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