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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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Social Media and Politics
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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.

2,257 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.
2,257 works in the cohort · of 4,299,418page 4 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.

affaboutgemma · stsgpt · stsmodels split
Promethean Elites Encounter Precautionary Publics
John S. Dryzek, Robert E. Goodin, Aviezer Tucker, Bernard Reber
2008· article· en· Science Technology & Human Values· Social Sciences
distilled prediction:candidate · stsconsensus · sts
66
citations
affunlabeled
Media, communication and the struggle for social progress
Nick Couldry, Clemencia Rodríguez, Göran Bolin, Julie E. Cohen, Ingrid Volkmer, Gerard Goggin +11 more
2018· article· en· Global Media and Communication· Social Sciences
distilled prediction:candidate · stsconsensus · sts
64
citations
aboutno affunlabeled
Blogosphere: The New Political Arena
Michael Keren
2006· book· en· Medical Entomology and Zoology· Social Sciences
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
63
citations
venueno affunlabeled
The Role of Trust in Argumentation
Catarina Dutilh Novaes
2020· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · noneconsensus · none
58
citations
fundno affunlabeled
The Hidden Injuries of Media Power
Nick Couldry
2001· article· en· Journal of Consumer Culture· Social Sciences
distilled prediction:candidate · noneconsensus · none
53
citations
affno abstractunlabeled
Web 2.0 Technologies of the Self
Maria Bakardjieva, Georgia Gaden
2011· article· en· Philosophy & Technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
53
citations
affunlabeled
Reterritorialising Social Media: Indigenous People Rise Up
Alex Wilson, Bronwyn Carlson, Acushla Sciascia
2017· article· en· AJIS. Australasian journal of information systems/AJIS. Australian journal of information systems/Australian journal of information systems· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaepi_narrow+scholarly_communication+research_integrity
50
citations
venueno affunlabeled
Norms of Legitimate Dissensus
Christian Erik J Kock
2008· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · noneconsensus · none
50
citations
affaboutunlabeled
Young people online and the social value of privacy
Valerie Steeves, Priscilla M. Regan
2014· article· en· Journal of Information Communication and Ethics in Society· Social Sciences
distilled prediction:candidate · noneconsensus · none
49
citations

How this was built: Screen · Findings · About