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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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Sharing Economy and Platforms
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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
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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.

477 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
477 works in the cohort · of 4,299,418page 5 of 10

Labels cover 2 of 477 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 477 of 477 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Trends in hotel investment and financial management in Canada
Paul Willie, Alam Pirani, Chandana Jayawardena, Altaf Sovani, Reza Davoodi
2013· article· en· Worldwide Hospitality and Tourism Themes· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Les réseaux d’échange de proximité au Québec
Manon Boulianne, Yvan Comeau
2012· article· fr· RECMA· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
The Impact on Employment
Gabor Forgacs, Sara Dolničar
2017· book-chapter· en· Goodfellow Publishers eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Car-Sharing auf der Standspur?
Siegfried Frick, Andreas Knie, Stefan Reindl
2000· article· de· Ökologisches Wirtschaften - Fachzeitschrift· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
2
citations
venueno affunlabeled
Confiance numérique
Vincent Véchambre
2013· article· fr· Communication· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affaboutunlabeled
2018 Merchant Acceptance Survey
Kim P. Huynh, Gradon Nicholls, Mitchell Nicholson
2021· article· en· Staff Analytical Notes· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Airbnb’s Success: Does It Depend on Who Is Measuring?
Vinod B. Agarwal, James V. Koch, Robert McNab
2021· article· en· Cornell Hospitality Quarterly· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affvenueaboutunlabeled
The Sharing Economy: Do e-scooters make the cut?
Brady Bailey, Sarah Sereda
2020· article· en· MacEwan University Student eJournal· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
affunlabeled
Novel Forms of Consumption in the Postmodern Era
Myriam Ertz, Walid Addar, Asmaah Sultan
2024· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Consumer Behavior in the Sharing Economy
Eugene Y. Chan
2024· book-chapter· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
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