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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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Social Media and Politics
Retraction
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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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,257 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,257 works in the cohort · of 4,299,418page 1 of 46

Labels cover 12 of 2,257 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 2,257 of 2,257 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Democratic Innovations
2009· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1,234
citations
afffundunlabeled
Imagining Twitter as an Imagined Community
2011· article· en· American Behavioral Scientist· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
671
citations
affno abstractunlabeled
Geography of Twitter networks
2011· article· en· Social Networks· Social Sciences
distilled prediction:candidate · noneconsensus · none
619
citations
affunlabeled
Negativity in Democratic Politics
2014· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
334
citations
affaboutunlabeled
The Internet in Everyday Life
2001· article· en· New Media & Society· Social Sciences
distilled prediction:candidate · noneconsensus · none
294
citations
aboutno affunlabeled
The Multiple Facets of Influence
2014· article· en· American Behavioral Scientist· Social Sciences
distilled prediction:candidate · stsconsensus · none
255
citations
affunlabeled
Social media: a critical introduction
2015· article· en· Consumption Markets & Culture· Social Sciences
distilled prediction:candidate · noneconsensus · none
229
citations
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How this was built: Screen · Findings · About