MétaCan
Menu
Back to cohort

De-Constructing Wonderland: Surfing Tourism in the Mentawai Islands, Indonesia

2005· article· fr· W2055286256 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueLoisir et Société / Society and Leisure · 2005
Typearticle
Languagefr
FieldPsychology
TopicAdventure Sports and Sensation Seeking
Canadian institutionsnot available
Fundersnot available
KeywordsTourismContext (archaeology)Space (punctuation)EmpowermentSociologyGeographyAdvertisingMarketingBusinessPolitical scienceComputer scienceArchaeology

Abstract

fetched live from OpenAlex

The purpose of this paper is to deconstruct surfing tourist space (Wonderland) in the Mentawai Islands, Indonesia, and to show the distribution of wealth generated through foreign tourists accessing local resources is inequitable and unsustainable. The discovery of world-class surf in this region in the early 1990’s spawned the rapid development of a foreign-controlled surfing tourism industry. This paper seeks to establish the notion of ‘tourist space’ as a conceptual tool for analysing the rise of surfing tourism in Indonesia based on 50 years of narrative, surf exploration and idealized media representations of uncrowded surf breaks and high adventure–in short, Wonderland. In the Mentawai context, a marketing synergy between foreign surf-tour operators, the media, and surfwear manufacturers have written local populations, government, and NGOs out of the ‘Wonderland’ equation. This paper analyses the construction of surfing tourist space in Indonesia by unpacking its components to reveal foundations historically based in surfer mythology. We argue that through a comparison with best practice principles of tourism development, a re-evaluation of self and other, and empowerment of community based organizations that a re-conceptualisation of tourist space may allow new, more effective foundations to be laid in pursuit of sustainable tourism development. © 2005 Presses de l’Université du Québec.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.414
Threshold uncertainty score1.000

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.022
GPT teacher head0.326
Teacher spread0.305 · 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