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Record W4324336885 · doi:10.18280/ijsdp.180202

Organizational and Legal Mechanisms and Limitations of the Participation of the Local Population in Developing the Tourist Attractiveness of the Territories

2023· article· en· W4324336885 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
TopicRegional Socio-Economic Development Trends
Canadian institutionsnot available
Fundersnot available
KeywordsAttractivenessTourismSubsidyLocal governmentPopulationBusinessLocal communityGovernment (linguistics)Public relationsMarketingEconomic growthPolitical sciencePublic administrationSociologyEconomicsPsychologyLaw

Abstract

fetched live from OpenAlex

The research problem lies in the low involvement of local residents in the processes of developing the tourist attractiveness of the territories, insufficient support for the initiatives of the authorities to develop domestic tourism. The authors in their study set the goal - to study the possibilities and barriers to attracting representatives of local communities to the development of tourism. The key research method is a questionnaire survey of the population (N=732). The results of the study showed that the presence of social alienation in the interaction of the government and the population, as well as a low level of trust in local governments significantly limit the practice of involving residents in the development of tourist attractiveness of the territory. Additional barriers are the following: information vacuum of the local community on the development of domestic tourism; organizational and legal dysfunctions of business support. There is a need provision of legal and organizational support to active representatives of the local community, subsidizing, reducing the tax burden, grant support.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.229
Threshold uncertainty score0.268

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 integrity0.0000.000
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 head0.040
GPT teacher head0.298
Teacher spread0.258 · 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