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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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Web Applications and Data Management
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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.

130 results · 1 filter active ·
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20012025
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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.
130 works in the cohort · of 4,299,418page 3 of 3

Labels cover 1 of 130 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 130 of 130 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.

aboutno affunlabeled
Open Canada Digitization Initiative
Peter Suber
2005· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
New OA journal in LIS
Peter Suber
2006· preprint· en· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
New OA journal in LIS
Peter Suber
2006· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Introduction to Web Scripting with PHP
Paul Joseph
2009· article· en· BCLA Browser: Linking the Library Landscape· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Usability Testing
Katy Campbell
2004· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Web Divide and Paper Unite
Francisco V. Cipolla-Ficarra, Miguel Cipolla-Ficarra, Jacqueline Alma, Alejandra Quiroga
2014· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Streamlit for Web Development
Mohammad Khorasani, M.A. Abdou, Javier Hernández Fernández
2025· book· en· Apress eBooks· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
VIVO software 1.10.0 release
Michael Conlon, Andrew Woods, Graham Triggs, Ralph O’Flinn, M. Arshad Javed, Jim Blake +19 more
2019· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
An Application of Geographic Information System for Quarries Management
Alejandra Vera-Burau, Lluís Sanmiquel Pera, Marc Bascompta, Francisco del Aguila LopezBirol
2024· article· en· Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About