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Record W2980673327 · doi:10.1051/shsconf/20196706054

Increasing social responsibility in tourism based on volunteer tourism

2019· article· en· W2980673327 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

VenueSHS Web of Conferences · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicTourism, Volunteerism, and Development
Canadian institutionsnot available
Fundersnot available
KeywordsTourismVolunteerPromotion (chess)Public relationsProsperityQuarter (Canadian coin)PsychologyPolitical science

Abstract

fetched live from OpenAlex

The aim of the paper is to determine the impact of volunteer tourism on the level of social responsibility in the tourism industry of Ukraine. The online survey included 440 respondents (77.3% women; 22.7% men). Physicians were asked about the importance of volunteering and their participation in the volunteer movement. According to the results of the survey, 59.1% of respondents do not have volunteering experience, 38.6% of respondents have episodic experience and only 2.3% of respondents constantly participate in volunteer activity. Although a quarter of respondents who do not have volunteering experience do not consider it appropriate to have such experience. This allowed us to identify the motives for engagement in volunteering and the factors hindering such activities. Participants were also asked about the impact of volunteer tourism on the prosperity of regional communities, building a democratic society, education of socially responsible citizens. The research has shown that for the development of volunteer tourism the most important is the promotion of volunteerism in society (61.4% of respondents) and cooperation with international organizations (50.0%). This allowed the authors to suggest directions and forms of international cooperation for the development of volunteer activities in the tourism.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.301
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
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)0.0010.000

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 head0.292
Teacher spread0.270 · 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