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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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Journal of Consumer Culture
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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.

41 results · 1 filter active ·
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20012025
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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.
41 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 41 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 41 of 41 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Putting Consumers to Work
Detlev Zwick, Samuel K. Bonsu, Aron Darmody
2008· article· en· Journal of Consumer Culture· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
692
citations
affunlabeled
`Meat, Mask, Burden`
Alison Hearn
2008· article· en· Journal of Consumer Culture· Social Sciences
distilled prediction:candidate · noneconsensus · none
479
citations
affunlabeled
Condensing Practices
Martin Hand, Elizabeth Shove
2007· article· en· Journal of Consumer Culture· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
173
citations
affunlabeled
Manufacturing Customers
Detlev Zwick, Janice Denegri Knott
2009· article· en· Journal of Consumer Culture· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
149
citations
fundno affunlabeled
The Hidden Injuries of Media Power
Nick Couldry
2001· article· en· Journal of Consumer Culture· Social Sciences
distilled prediction:candidate · noneconsensus · none
53
citations
affunlabeled
Cowboys, Outlaws and Artists
Jacqueline Botterill
2007· article· en· Journal of Consumer Culture· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
53
citations
aboutno affunlabeled
The Virtual Geographies of Retail Display
Andrew Currah
2003· article· en· Journal of Consumer Culture· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
20
citations

How this was built: Screen · Findings · About