Increasing sustainable tourism through social entrepreneurship
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- Scholarly communication
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: ObservationalConsensus signal: Observational
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.315
- Threshold uncertainty score
- 0.999
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.005 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.257 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
Purpose The purpose of this paper is to explore the link between social entrepreneurship and sustainable tourism and to examine the Canadian context in this regard. Design/methodology/approach The methodology entails a case study approach that includes a thorough review of the related literature and of any existing Canadian sources of hospitality and tourism social entrepreneurship/intrapreneurship projects to determine the state of the Canadian industry with respect to sustainability. Findings Findings show that there are limited showcased hospitality and tourism social entrepreneurship projects in Canada. Two main assumptions related to the Canadian context can be drawn from this search: (1) There is a lack of hospitality and tourism social entrepreneurship projects and/or, (2) hospitality and tourism social entrepreneurship projects and/or businesses are not recognized and/or there is a lack of awareness of them. Research limitations/implications This study assessed the situation in Canada and although it was comprehensive under conditions of limited data availability, it cannot speak to social entrepreneurship in sustainable hospitality and tourism globally, which is a future research opportunity. Practical implications The design of a national incentive program would encourage industry sustainability through tax breaks. This voluntary system would require that firms provide standardized annual reports with their tax filings so that reliable industry data could be collected for analysis and understanding of the sustainability of the industry. Participating firms would be distinguished on a public list. Originality/value This research has theorized on the connection of social entrepreneurship to sustainable hospitality and tourism such that social entrepreneurship drives sustainable industry growth. This is also the first study of its kind to explore social entrepreneurship’s potential contribution to the sustainability of this industry.
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.
The record
- Venue
- International Journal of Contemporary Hospitality Management
- Topic
- Entrepreneurship Studies and Influences
- Field
- Business, Management and Accounting
- Canadian institutions
- Toronto Metropolitan University
- Funders
- not available
- Keywords
- TourismEntrepreneurshipHospitalitySustainabilityContext (archaeology)MarketingSustainable tourismBusinessOriginalityIncentiveHospitality industrySocial entrepreneurshipHospitality management studiesIntrapreneurshipPublic relationsEconomicsSociologyFinanceQualitative researchPolitical science
- Has abstract in OpenAlex
- yes