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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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International Journal of Retail & Distribution Management
Topic
Retraction
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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.

44 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.
44 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 44 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 44 of 44 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The art and science of retail location decisions
2000· article· en· International Journal of Retail & Distribution Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
194
citations
affaboutunlabeled
The shopping experience of female fashion leaders
2007· article· en· International Journal of Retail & Distribution Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
91
citations
affunlabeled
Lessons learned from the world’s best retailers
2002· article· en· International Journal of Retail & Distribution Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
56
citations
aboutno affunlabeled
Kiosks in retailing: the quiet revolution
2003· article· en· International Journal of Retail & Distribution Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
47
citations
affaboutunlabeled
Downtowns in transition
2005· article· en· International Journal of Retail & Distribution Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
44
citations
affaboutunlabeled
Canadian e‐commerce
2003· article· en· International Journal of Retail & Distribution Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
aboutno affunlabeled
Anchor‐store quality in malls: an economic analysis
2013· article· en· International Journal of Retail & Distribution Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
Being a retailer: narratives not on display
2021· article· en· International Journal of Retail & Distribution Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affunlabeled
Moneychangers: an appraisal of their service
2005· article· en· International Journal of Retail & Distribution Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations

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