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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Hospitality and Tourism Education
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

212 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
212 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 212 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 212 of 212 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The making of tourism research
Honggen Xiao, Stephen L. Smith
2006· article· en· Annals of Tourism Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
294
citations
affno abstractunlabeled
Human resources development in china
Abby Liu, Geoffrey Wall
2005· article· en· Annals of Tourism Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
160
citations
afffundno abstractunlabeled
The use of Tourism knowledge
Honggen Xiao, Stephen L. Smith
2007· article· en· Annals of Tourism Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
146
citations
affunlabeled
The tourism education futures initiative
Dianne Dredge, Christian Schott, Roberto Daniele, Kellee Caton, Johan Edelheim, Ana María Munar
2014· article· en· Anatolia· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
47
citations
aboutno affunlabeled
Global Tourism Higher Education: Past, Present, and Future
Cathy H.C. Hsu
2012· book· en· Medical Entomology and Zoology· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
45
citations
affunlabeled
Theory in Hospitality, Tourism, and Leisure Studies
Stephen L. Smith, Honggen Xiao, Robin Nunkoo, Eddy K. Tukamushaba
2013· article· en· Journal of Hospitality Marketing & Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
affno abstractunlabeled
Enhancing tourism education: The contribution of humanistic management
Maria Della Lucia, Frédéric Dimanche, Ernestina Giudici, Blanca A. Camargo, Anke Winchenbach
2021· article· en· Humanistic Management Journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
affaboutunlabeled
The Ethics of Excellence in Tourism Research
David A. Fennell
2013· article· en· Journal of Travel Research· Business, Management and Accounting
distilled prediction:candidate · research_integrityconsensus · none
29
citations
venueno affunlabeled
4.0 Leadership Skills in Hospitality Sector
Maria José Sousa, Vasco Santos, António Sacavém, Isabel Reis, Marta Correia Sampaio
2019· article· en· Journal of Reviews on Global Economics· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affaboutunlabeled
Challenges and innovations in hotel operations in Canada
Chandana Jayawardena, Fred Lawlor, Julie Grieco, Michel Savard, Michael Tarnowski
2013· article· en· Worldwide Hospitality and Tourism Themes· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
15
citations
affaboutunlabeled
Strategic issues faced by Ontario hotels
Lu Zhen, Denise Chiang
2003· article· en· International Journal of Contemporary Hospitality Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
15
citations
affaboutunlabeled
Marketing Canadian hotels in the future
Chandana Jayawardena, Andrew P. Horsfield, Joanne Paulette Gellatly, Paul Willie, Altaf Sovani
2013· article· en· Worldwide Hospitality and Tourism Themes· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
affaboutunlabeled
Innovations in hotel administration in Canada
Chandana Jayawardena, John P. Jarvis, Kristy Adams, Lu Zhen, Ameet Tyrewala
2013· article· en· Worldwide Hospitality and Tourism Themes· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations
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