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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.

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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Wine Industry and Tourism
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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.

1,059 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.
1,059 works in the cohort · of 4,299,418page 3 of 22

Labels cover 3 of 1,059 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 1,059 of 1,059 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Modes of innovation in the Canadian wine industry
David Doloreux, Tyler Chamberlin, Sarah Ben Amor
2013· article· en· International Journal of Wine Business Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
24
citations
venueno affunlabeled
The Identity Crisis of Hard Cider
Nicolas Fabien-Ouellet, David Conner
2018· article· en· Journal of Food Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Geographic Appellations of Beer
Roger Mittag
2014· book-chapter· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
22
citations
venueno affunlabeled
Goût et culture de masse : l’exemple du sport
Fabien Ohl
2004· article· fr· Sociologie et sociétés· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
21
citations
affunlabeled
Situational factors in alcoholic beverage consumption
Cristina Calvo-Porral, Jean-Pierre Lévy-Mangín
2019· article· en· British Food Journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
venueno affunlabeled
How bartenders relate to intoxicated customers
Kristin Buvik
2013· article· en· The International Journal of Alcohol and Drug Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Tea and hospitality: more than a cuppa
Lee Jolliffe
2006· article· en· International Journal of Contemporary Hospitality Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
A content analysis of influential wine blogs
Stefanie Beninger, Michael Parent, Leyland Pitt, Anthony Chan
2014· article· en· International Journal of Wine Business Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
venueno affunlabeled
Impact Factors on Portuguese Hotels’ Liquidity
Luís Lima Santos, Conceição Gomes, Cátia Malheiros, Ana Lucas
2021· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
16
citations
venueno affunlabeled
Operational Research in the Wine Supply Chain
Luigi Moccia
2013· article· en· INFOR Information Systems and Operational Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
15
citations
affunlabeled
Modeling in branding: a critical ethnography approach
Ayman El‐Amir, Steve Burt
2010· article· en· Qualitative Market Research An International Journal· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+research_integrity+insufficient_payloadconsensus · none
14
citations

How this was built: Screen · Findings · About