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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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Knowledge Management and Sharing
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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
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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.

1,097 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.
1,097 works in the cohort · of 4,299,418page 5 of 22

Labels cover 10 of 1,097 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 1,097 of 1,097 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Mobile Virtual Communities
Christo El Morr
2007· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
28
citations
affunlabeled
Facebook Meets the Virtualized Enterprise
Roger Curry, Cameron Kiddle, Nayden Markatchev, Rob Simmonds, Tingxi Tan, Martin Arlitt +1 more
2008· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
27
citations
affunlabeled
Sensemaking and New Media at Work
Robert P. Gephart
2004· article· en· American Behavioral Scientist· Social Sciences
distilled prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Knowledge Managers: Who They Are and What They Do
James D. McKeen, D. Sandy Staples
2004· book-chapter· en· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
25
citations
affunlabeled
Redefining Knowledge in the Digital Age
Martha Burkle, Cristóbal Cobo
2018· article· en· Journal of New Approaches in Educational Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Information Sharing and Citizenship Behaviors
Michel Tremblay, Pascale-Edith Landreville
2014· article· en· International Journal of Business Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Knowledge map of Information Science
Chaim Zins, Anthony Debons, Clare Beghtol, Michael K. Buckland, Charles H. Davis, Gordana Dodig-Crnković +5 more
2007· article· en· Brazilian Journal of Information Science research trends· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · sts
21
citations
affunlabeled
Customer Loyalty and Electronic Banking
Daniel Tomiuk, Alain Pinsonneault
2001· article· en· Journal of Global Information Management· Social Sciences
distilled prediction:candidate · noneconsensus · none
20
citations

How this was built: Screen · Findings · About