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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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Privacy, Security, and Data Protection
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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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venuejournal
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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.

1,237 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.
1,237 works in the cohort · of 4,299,418page 7 of 25

Labels cover 2 of 1,237 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 1,237 of 1,237 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Be Internet Awesome
Jim Seale, Nicole Schoenberger
2018· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
10
citations
aboutno affunlabeled
Facebook and Google as Offices of Censorship
Frederik Stjernfelt, Anne Mette Lauritzen
2019· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affunlabeled
From Privacy to Social Legibility
Lisa M. Austin
2022· article· en· Surveillance & Society· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
9
citations
affno abstractunlabeled
Two concepts of privacy
Robin Hughes
2015· article· en· Computer law & security review· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
Information Privacy and Mobile Phones
Gordon A. Gow
2005· article· en· Convergence The International Journal of Research into New Media Technologies· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
9
citations
affunlabeled
Pwned
Gaurav Sood, Ken Cor
2019· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
4 Access control in cybersecurity and social media
Nadine Kashmar, Mehdi Adda, Mirna Atieh, Hussein Ibrahim
2021· book-chapter· fr· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
affunlabeled
Online privacy and aging of digital artifacts
Reham Mohamed, Sonia Chiasson
2018· article· en· Symposium On Usable Privacy and Security· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations

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