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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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Consumer Retail Behavior Studies
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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.

949 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.
949 works in the cohort · of 4,299,418page 11 of 19

Labels cover 3 of 949 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 949 of 949 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Beyond the White Coat
Khushi, Jaspreet Kaur, Harwinder Singh
2025· book-chapter· en· Advances in business strategy and competitive advantage book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
venueno affunlabeled
Vishal Mega-Mart- An Overview
Shikha Gupta, Preeti Khatri, Kapil Gulati, Santosh Chauhan
2010· article· en· Journal of Management and Strategy· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Social Shopping Using Food Spimes
Timothy Maciag, Daryl H. Hepting, JoAnn Jaffe, Katherine Arbuthnott, Darryl Dormuth
2010· article· en· ScholarsArchive (Brigham Young University)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
1
citations
affunlabeled
Retailer-Non-Profit Organization (NPO) Partnerships
Janice Rudkowski
2014· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Halfway : Towards a Warmer Neighborhood
Manon Desautel, Julie Désir, Léo Martineau-Côté
2024· article· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
An Emerging Trend in Retailing: Innovative Use of Gift Cards
İsmet Anıtsal, Amanda Brown, M. Meral Anitsal
2011· article· en· Journal of economics and economic education research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Enquêtes sur les micro entrepreneurs de la livraison instantanée à Paris
Lætitia Dablanc, Neila Saidi, Anne Aguiléra, Alina Bekka, Nicolas Lazarevic, Josselin Rouhier +2 more
2019· preprint· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Effect of Store Atmosphere on Consumer Purchase Intention
Riaz Hussain, Mazhar Ali
2015· preprint· en· International Journal of Marketing Studies· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1
citations
affunlabeled
VOCÊ QUER ENRIQUECER A EXPERIÊNCIA DOS CONSUMIDORES? DEIXE-OS NEGOCIAR
María Ángeles Ramón-Jerónimo, Katerina Makri, Barbara Stoettinger, J. Brock Smith
2024· article· pt· Revista de Administração de Empresas· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
1
citations
affunlabeled
Money you could touch: cash and psychological ownership
Jashim Khan, Russell W. Belk
2024· article· en· Qualitative Market Research An International Journal· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
The Impact of Mobile Ordering Service on Offline Store Diversity and Product Diversity
Yujin Hwang, Nakyung Kyung, Dongwon Lee, Jaemin Jung, Sung-Hyuk Park
2021· article· en· Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+open_scienceconsensus · none
1
citations
affunlabeled
Brand Adoption by BoP Retailers
Piyush Kumar Sinha, Saurabh Rawal, Aakriti Sinha
2024· article· en· International Journal of Rural Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Archetypes for a retail CBDC
2022· article· en· Bank of Canada Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations

How this was built: Screen · Findings · About