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Record W4411902954 · doi:10.21070/acopen.10.2025.10476

Improving the Organizational Mechanisms of Domestic Tourism in The Socio-Economic Development of Regions as an Important Factor in Preserving the Environment

2025· article· en· W4411902954 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.

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

VenueAcademia Open · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicSharing Economy and Platforms
Canadian institutionsnot available
Fundersnot available
KeywordsTourismFactor (programming language)BusinessEconomic geographyGeographyComputer science

Abstract

fetched live from OpenAlex

This article discusses the improvement of organizational mechanisms for domestic tourism in the socio-economic development of the regions of the Republic of Uzbekistan. It substantiates that organizing this process is an important factor in preserving the environment. In organizing these processes, international experience, legislation, and applied methods have been thoroughly studied. Recommendations are provided regarding improving the organizational mechanisms of domestic tourism in the regions of the Republic of Uzbekistan and preserving the environment. Highlights: Domestic tourism boosts socio-economic development in Uzbekistan regions. Environmental preservation requires effective tourism management and organization. International experience, laws, and methods improve tourism mechanisms. Key words: the International Organization for Standardization (ISO) introduced the ISO 14001 (EMS), in England, the BS 7750 Specification for Environmental Management Systems; in Canada, CAN/CSA Z750-94: Guidelines for an Environmental Management System; in the EU, EMAS; and the international “European Center of Ecological and Agrotourism” (ECEAT). ECEAT, “European Center of Ecological and Agrotourism” (ECEAT).

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.362
Threshold uncertainty score0.278

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.022
GPT teacher head0.254
Teacher spread0.232 · 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