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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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Journal of Quantitative Description Digital Media
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

12 results · 1 filter active ·
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20212025
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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.
12 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 12 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 12 of 12 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Cracking Open the News Feed
Kevin Aslett, Joshua A. Tucker, Richard Bonneau, Jonathan Nagler
2021· article· en· Journal of Quantitative Description Digital Media· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
44
citations
afffundunlabeled
What Makes News Sharable on Social Media?
Xi Chen, Gordon Pennycook, D.A.J. Rand
2023· article· en· Journal of Quantitative Description Digital Media· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
24
citations
aboutno affunlabeled
Proud Boys on Telegram
Wei Zhong, Catie Snow Bailard, David Broniatowski, Rebekah Tromble
2024· article· en· Journal of Quantitative Description Digital Media· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
10
citations
fundno affunlabeled
Digital town square? Nextdoor's offline contexts and online discourse
Megan A. Brown, Zeve Sanderson, Sarah Graham, Minjoo Kim, Joshua A. Tucker, Solomon Messing
2024· article· en· Journal of Quantitative Description Digital Media· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
5
citations
fundno affunlabeled
The Times They Are Rarely A-Changin'
S.G. Kates, Joshua A. Tucker, Jonathan Nagler, Richard Bonneau
2021· article· en· Journal of Quantitative Description Digital Media· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
The platformisation of party politics?
Fenwick McKelvey, Glenn Kefford
2024· article· en· Journal of Quantitative Description Digital Media· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About