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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.

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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 10 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
E-Learning for Knowledge Dissemination
Shyamala Sivakumar
2006· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
aboutno affunlabeled
Diffusion of KM Education in LIS Schools
Marcela Katuščáková, Galina Jasečková
2019· article· en· Journal of Education for Library and Information Science· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
6
citations
affunlabeled
Social Capital Theory
Hossam Ali‐Hassan
2009· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affunlabeled
Computer‐Mediated Communication
Maria Bakardjieva
2016· other· en· The International Encyclopedia of Communication Theory and Philosophy· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
What Do Experts Expect from Human Resource Practices
Jocelyne Abraham, Lucie Morin, Stéphane Renaud, Jean-Yves Saulquin, Richard Soparnot
2013· article· en· The Global Journal of Business Research· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
5
citations
affunlabeled
New directions in online community research
Steven L. Johnson, Brian S. Butler, Samer Faraj, Sirkka L. Järvenpää, Gerald C. Kane, Srinivas Kudaravalli
2010· article· en· International Conference on Information Systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
A Framework for Analyzing Online Communities
M. Gordon Hunter, Rosemary Stockdale
2010· article· en· International Journal of Sociotechnology and Knowledge Development· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations

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