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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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Library Collection Development and Digital Resources
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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.

920 results · 1 filter active ·
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20002025
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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.
920 works in the cohort · of 4,299,418page 9 of 19

Labels cover 20 of 920 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 920 of 920 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.

fundno affunlabeled
Journal Usage by Subject for Fiscal Year 2010
2010· article· en· Digital Commons - URI (University of Rhode Island)· Computer Science
machine prediction:candidate · bibliometrics+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
What's on the book shelf?
Pierina Cheung
2015· article· en· Figshare· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
President's page
Edie Rasmussen
2007· article· en· Bulletin of the American Society for Information Science and Technology· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Innovation in Open Access Monographs, Archives, and Journals
Brian Hole, Alison Mudditt, David Parker, Rick Anderson
2016· book-chapter· en· Purdue University Press eBooks· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
affunlabeled
Can Technology Promise Anything
Kristopher McGrath
2011· article· en· Antistasis· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Values based investing
2024· preprint· en· University Library (University of Saskatchewan)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The downs and ups of mark-ups
2023· other· en· Econstor (Econstor)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
ARL Statistics 2024
Anam Mian, Holly Gross
2025· book· en· ARL statistics· Computer Science
machine prediction:candidate · bibliometricsconsensus · none
0
citations
affunlabeled
Yet Another PDA Presentation
Harriet Rykse, Janice Adlington, Julia Kliever, David Swords
2012· article· en· Scholarship@Western (Western University)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Vox populi : librairie GGC, Sherbrooke
Carolyne Marengo
2008· article· fr· Entre les lignes : le magazine sur le plaisir de lire au Québec· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Another OA overview
Peter Suber
2005· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
Publishing a student journal? The library can help!
Graeme Slaght, Mariya Maistrovskaya
2018· article· en· TSpace (University of Toronto)· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Perspectives on Academic Publishing: Can we Find Common Ground?
Samuel Cassady, Asen O. Ivanov, Catherine Johnson, Heidi Julien, Alec Brookes, Stephanie Kaelin +2 more
2020· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Google Books
Toni Beaton
2025· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Computer Science
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
A Year in the Life
Diane Zabel, Roye Werner
2009· article· en· Reference & User Services Quarterly· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About