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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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Journal of Computer-Mediated Communication
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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
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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.

39 results · 1 filter active ·
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20052025
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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.
39 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 39 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 39 of 39 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Studying Online Social Networks
Laura Garton, Caroline Haythornthwaite, Barry Wellman
2006· article· en· Journal of Computer-Mediated Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
1,105
citations
afffundunlabeled
Searching for Culture-High and Low
Jennifer Kayahara, Barry Wellman
2007· article· en· Journal of Computer-Mediated Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
The Emergence of Multidimensional Networks
Noshir Contractor
2009· article· en· Journal of Computer-Mediated Communication· Computer Science
machine prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Virtual Rape
Richard C. MacKinnon
2006· article· en· Journal of Computer-Mediated Communication· Psychology
machine prediction:candidate · noneconsensus · none
41
citations
fundno affunlabeled
Identity Collision: Older Gay Men Using Technology
Avi Marciano, Galit Nimrod
2020· article· en· Journal of Computer-Mediated Communication· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Issue Information
Maria Bakardjieva, Joseph B. Walther, Jeong-woo Jang
2014· paratext· en· Journal of Computer-Mediated Communication· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Issue Information
2012· paratext· en· Journal of Computer-Mediated Communication· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Issue Information
Maria Bakardjieva, Aiden Buckland
2014· paratext· en· Journal of Computer-Mediated Communication· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Issue Information
Maria Bakardjieva
2011· paratext· en· Journal of Computer-Mediated Communication· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Issue Information
2014· paratext· en· Journal of Computer-Mediated Communication· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Issue Information
Maria Bakardjieva
2012· paratext· en· Journal of Computer-Mediated Communication· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About