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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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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 7 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.

affvenueunlabeled
Confidence in the Government
Karan Sandhu
2020· article· en· Crossing Borders Student Reflections on Global Social Issues· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
2
citations
affvenueunlabeled
Crisis Management as Ethical Improvisation
Chris MacDonald
2013· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
2
citations
affno abstractunlabeled
Crisis Management
2018· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
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
Romania
Adela Rogojinaru
2014· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations

How this was built: Screen · Findings · About