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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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Public Relations and Crisis Communication
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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.

706 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.
706 works in the cohort · of 4,299,418page 8 of 15

Labels cover 2 of 706 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 706 of 706 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Public Reporting: Illumination or Shadows?
L. E. Nicolle
2006· article· en· Canadian Journal of Infectious Diseases and Medical Microbiology· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Questioning Media Responsibility during Terrorism
Mahmoud M. A. Eid
2014· book-chapter· en· Advances in human and social aspects of technology book series· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Saints et sainteté
2010· other· fr· OpenEdition (OpenEdition)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
afffundunlabeled
DisasterBox: Designing social media for disaster relief
Krista E. Parham, Jessica Wong, Laura Cang, Yasmin Shash, T. Zachary Frazier, Joanna McGrenere
2015· article· en· Proceedings of the Association for Information Science and Technology· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
0
citations
aboutno affunlabeled
Editor’s Comment
W. Rudolph
2021· article· ScholarsArchive (Brigham Young University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
L’UQAM, pionnière dans l’enseignement des relations publiques
Stéphanie Yates
2020· article· fr· Communiquer Revue de communication sociale et publique· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · sts
0
citations
affno abstractunlabeled
Crisis Management
Sheldene Simola
2025· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
When You're Criticized
Brian Martin
2011· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · scholarly_communication
0
citations
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How this was built: Screen · Findings · About