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Record W4406874481 · doi:10.33649/iconmths.v1i1.354

The The Potential of Pantai Indah Kemangi for Marine Tourism in Kendal

2025· article· en· W4406874481 on OpenAlexaff
Hardiat Dani Satria

Bibliographic record

VenueProceedings International Conference on Marine Tourism and Hospitality Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsTourismBusinessEnvironmental scienceGeographyArchaeology

Abstract

fetched live from OpenAlex

Background: Kendal Regency has significant potential in the tourism sector, particularly in marine tourism. One of the iconic beaches is Pantai Indah Kemangi, located in Jungsemi Village, Kangkung District. Pantai Indah Kemangi needs to be developed to maximize its potential as a tourism industry hub. Objective: The purpose of this research is to analyze the potential of Pantai Indah Kemangi as a marine tourism destination in Kendal. This study identifies the factors that support the development of this beach as a potential tourist destination. Method: This research employs a descriptive qualitative research method, with data collected through interviews, secondary data analysis, and field observations. Result: Pantai Indah Kemangi has great potential to develop as a leading marine tourism destination in the North Coast region. This area can stimulate local economic growth, especially with the development of Micro, Small, and Medium Enterprises (MSMEs) in Jungsemi Village. The local government has also undertaken reforestation around the beach by planting sea pines, emphasizing environmental sustainability and the coastal ecosystem. Discussion: Pantai Indah Kemangi has significant potential to become an iconic marine tourism destination in the North Coast (Pantura) area. However, to optimize this potential, the road access needs to be revitalized to accommodate larger vehicles, and adequate lighting should be added. Conclusion: Pantai Indah Kemangi has made a substantial contribution to the development of marine tourism in Kendal, attracting both local and out-of-town tourists. Therefore, to ensure the continued growth of this tourist area, more effective promotion and improved services that do not disadvantage consumers are necessary

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)0.001
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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.212
Threshold uncertainty score0.765

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.028
GPT teacher head0.351
Teacher spread0.323 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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