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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
Evidence
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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 12 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.

affunlabeled
Unheard voices among faculty developers
Joy Mighty, Mathew L. Ouellett, Christine A. Stanley
2010· article· en· New Directions for Teaching and Learning· Social Sciences
distilled prediction:candidate · stsconsensus · none
13
citations
affunlabeled
Mediating fear
Fiona Jeffries
2012· article· en· Global Media and Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
venueno affunlabeled
Refugees and social media in a digital society
Sasha Anderson, Marguerite Daniel
2020· article· en· The Journal of Community Informatics· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
aboutno affunlabeled
Activated Citizenship
Marjan H. Ehsassi
2024· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
13
citations
affunlabeled
Going Public on Social Media
Greg Elmer
2015· article· en· Social Media + Society· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
13
citations
affvenueno abstractunlabeled
Rethinking Platform Power
Rianka Singh
2021· article· en· Canadian Journal of Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
aboutno affunlabeled
Imagining engagement
Delia Dumitrica
2014· article· en· Convergence The International Journal of Research into New Media Technologies· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
13
citations
affunlabeled
The Sociology of Youth Subcultures
Alan O’Connor
2004· article· en· Peace Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Learning by Doing in the Digital Media Age
Lynde Tan, Beaumie Kim
2015· book-chapter· en· Education innovation series· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Mass Media and Socialization
Stephen L. Muzzatti, Brandon Rigato
2020· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
12
citations

How this was built: Screen · Findings · About