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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
fundfunder
venuejournal
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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 3 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
Contribution behaviors in distributed environments
Fernando Olivera, Paul S. Goodman, Sharon Swee-Lin Tan
2008· article· en· National University of Singapore· Social Sciences
distilled prediction:candidate · noneconsensus · none
83
citations
affunlabeled
Volunteer computing
Oded Nov, Ofer Arazy
2010· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
75
citations
affunlabeled
Knowledge sharing and strategic capital
Peter A.C. Smith
2005· article· en· The Learning Organization· Social Sciences
distilled prediction:candidate · noneconsensus · none
67
citations
affunlabeled
Online Lurkers Tell Why
Blair Nonnecke, Jenny Preece, Dorine Andrews, Russell Voutour
2004· article· en· Journal of the Association for Information Systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
64
citations
affunlabeled
Knowledge Sharing and Trust in Organizations
Joanne McNeish, Inder Jit Singh Mann
2009· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
59
citations
afffundunlabeled
Group role assignment
Haibin Zhu, Rob Alkins
2009· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
53
citations
fundno affunlabeled
Stakeholder Marketing 2.0
Bhaskar Chakravorti
2010· article· en· Journal of Public Policy & Marketing· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
52
citations

How this was built: Screen · Findings · About