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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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Wine Industry and Tourism
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Abstract
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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
aboutaboutness

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
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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 2 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.

affunlabeled
Knowledge effects on the exploratory acquisition of wine
Debbie Ellis, Leyland Pitt, Albert Caruana
2015· article· en· International Journal of Wine Business Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
43
citations
affaboutunlabeled
The organisation of innovation in the wine industry
David Doloreux, Evelyne Lord‐Tarte
2013· article· en· European Journal of Innovation Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
42
citations
affaboutunlabeled
Directions in British Columbia wine tourism policy
Elisa Redondo Martín, Peter Williams
2003· article· en· International Journal of Contemporary Hospitality Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
35
citations
venueno affunlabeled
Le groupe stratégique des entreprises de terroir
Jean‐Louis Rastoin, Véronique Vissac-Charles
2012· article· fr· Revue internationale P M E Économie et gestion de la petite et moyenne entreprise· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
35
citations
aboutno affunlabeled
Wine Consumption in Hong Kong
Ben Dewald
2003· article· en· International Journal of Wine Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
33
citations
affvenueaboutunlabeled
The extended website stage model: a study of Canadian winery websites
Ying Zhu, Debra Z. Basil, M. Gordon Hunter
2009· article· en· Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
31
citations
aboutno affunlabeled
Winery website loyalty: the role of sales promotion and service attributes
Jean‐Éric Pelet, Benoît Lecat, Jashim Khan, Sharyn Rundle‐Thiele, Linda W. Lee, Debbie Ellis +4 more
2018· article· en· International Journal of Wine Business Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
27
citations
venueno affunlabeled
Tropes et termes : le vocabulaire de la dégustation du vin
Martine Coutier
2002· article· fr· Meta Journal des traducteurs· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
24
citations
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