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Record W3175703032

Discussion on the Sustainable Development of Rural Tourism in Inner Mongolia: Based on the Perspective of Rural Tourism Development

2016· article· en· W3175703032 on OpenAlexvenueno aff
Yafeng Wang, Yiwei Zhang

Bibliographic record

VenueStudies in sociology of science · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicDiverse Aspects of Tourism Research
Canadian institutionsnot available
Fundersnot available
KeywordsRural tourismTourismTourism geographyConnotationSustainable developmentAgricultureEcotourismEconomic growthChinaBusinessRural historyRural areaGeographyPolitical scienceEconomics
DOInot available

Abstract

fetched live from OpenAlex

Since the 1960s, the rural tourism in European and American countries has become a large industry, rural tourism in China started to develop in the late 1980s. Based on the research on development patterns of rural tourism at home and abroad, the rural tourism development in Inner Mongolia can be divided into several patterns. The pattern of contempt agriculture and animal husbandry business income; the pattern of improving national culture connotation of rural tourism constantly; the pattern of mutual promotion of ecological leisure agriculture and animal husbandry and tourism; the pattern of several business fusion from the perspective of rural tourism industry. From the perspective of the rural tourism development patterns, the author proposed excaving rural tourism cultural connotation is the basis for sustainable development in Inner Mongolia; pay attention to the particularity of agricultural landscape, construct rural tourism activities ecological systems; adjust measures to local conditions, combine the rural tourism aesthetics with science together; pay attention to three parties participate in the rural tourism activities, especially to the Inner Mongolia local farmers and herdsmen. The rural tourism unique image should be set up soon and it will promote the sustainable development of rural tourism in Inner Mongolia.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.020
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.004
Scholarly communication0.0030.002
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.045
GPT teacher head0.369
Teacher spread0.324 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations1
Published2016
Admission routes1
Has abstractyes

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