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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 Electronic Publishing
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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.

22 results · 1 filter active ·
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20172025
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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.
22 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 22 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 22 of 22 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
An Open Social Scholarship Path for the Humanities
Alyssa Arbuckle, Ray Siemens, Jon Bath, Constance Crompton, Laura Estill, Tanja Niemann +2 more
2022· article· en· Journal of Electronic Publishing· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
3
citations
affunlabeled
The Notion and Assessment of ‘Predatory’ in Scholarly Publishing
Teresa Schultz, Leila Sterman, Joshua Neds-Fox, Matt Ruen, Brianne Selman, Stephanie Towery
2023· article· en· Journal of Electronic Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communication+research_integrityconsensus · scholarly_communication
0
citations
affunlabeled
On the Books in Browsers Moment
2025· article· en· Journal of Electronic Publishing· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Title Pending 5162
2024· article· en· Journal of Electronic Publishing· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About