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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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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.

86 results · 1 filter active ·
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20042025
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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.
86 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 86 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 86 of 86 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
OPEN SPACES, OPEN SOURCES
Peter J. Smith, Elizabeth Smythe
2009· article· en· Information Communication & Society· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication
5
citations
affno abstractunlabeled
How to talk about videogames
Mark R. Johnson
2017· article· en· Information Communication & Society· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
4
citations
affunlabeled
Collectivity in data governance and data justice
Lina Dencik, Arne Hintz, Joanna Redden, Emiliano Treré
2025· article· en· Information Communication & Society· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
3
citations
affunlabeled
THE CONTENTIOUS INTERNET
Barry Wellman
2010· article· en· Information Communication & Society· Social Sciences
distilled prediction:candidate · stsconsensus · none
3
citations
affunlabeled
CITAMS as a transfield: introduction to the special issue
Jenny L. Davis, Jason A. Smith, Barry Wellman
2018· article· en· Information Communication & Society· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Now more than ever: CITAMS's contributions to a pandemic society
Andrew M. Lindner, Jenny L. Davis, Tyler Burgese, Phoenicia Fares, Kenneth R. Hanson, Tyler Leeds +2 more
2021· article· en· Information Communication & Society· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
Culture in networks
Sonja Sapach
2017· article· en· Information Communication & Society· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
The pathology of communicative capitalism
Matthew Flisfeder
2017· article· en· Information Communication & Society· Social Sciences
distilled prediction:candidate · stsconsensus · sts
0
citations
affno abstractunlabeled
EDITORIAL COMMENT
Barry Wellman, Christena Nippert‐Eng
2009· editorial· en· Information Communication & Society· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Revolutions: an introduction to the #AoIR2023 special issue
Tetyana Lokot, Ozlem Demirkol Tønnesen, Joan Ramón Rodríguez-Amat
2024· article· en· Information Communication & Society· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About