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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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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.

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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.

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 18 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
Social Media Optimisation for Retailers
Ayse Begum Ersoy
2024· book-chapter· en· Advances in business information systems and analytics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affno abstractunlabeled
Withdrawn
2023· article· en· Journal of Nutrition Education and Behavior· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Survey on E- Commerce Online Shopping
Ramaraj Palanisamy
2022· article· en· Recent Research Reviews Journal· Business, Management and Accounting
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
Práticas de consumo incertas em um futuro incerto
Vitor Lima, Luís Alexandre Grubits de Paula Pessôa, Russell W. Belk
2022· article· pt· Cadernos EBAPE BR· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Servicescapes
Annamma Joy
2015· other· en· The Wiley Blackwell Encyclopedia of Consumption and Consumer Studies· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Information Needs of Microenterprise Owners in Louisiana
Tao Jin
2013· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · scholarly_communication
0
citations
affunlabeled
A Survey on E- Commerce Online Shopping
Ramaraj Palanisamy
2022· article· en· Recent Research Reviews Journal· Business, Management and Accounting
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
How does the consumer react in a social atmosphere in the store?
Karim Errajaa, Sabrina Hombourger-Barès, Anne‐Françoise Audrain‐Pontevia
2022· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Consumo colaborativo e valores pessoais:
Márcio Gasperini Gomes, Luiz Carlos De Carvalho Júnior
2020· article· pt· Revista Catarinense de Economia· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
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